Dataset statistics
| Number of variables | 32 |
|---|---|
| Number of observations | 20556 |
| Missing cells | 157560 |
| Missing cells (%) | 24.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.0 MiB |
| Average record size in memory | 461.3 B |
Variable types
| NUM | 28 |
|---|---|
| CAT | 4 |
Reproduction
| Analysis started | 2020-05-30 01:06:23.044699 |
|---|---|
| Analysis finished | 2020-05-30 01:07:56.720007 |
| Duration | 1 minute and 33.68 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
iso_code has a high cardinality: 211 distinct values | High cardinality |
location has a high cardinality: 212 distinct values | High cardinality |
date has a high cardinality: 151 distinct values | High cardinality |
new_cases is highly correlated with total_cases and 1 other fields | High correlation |
total_cases is highly correlated with new_cases and 2 other fields | High correlation |
total_deaths is highly correlated with total_cases | High correlation |
new_deaths is highly correlated with new_cases | High correlation |
total_tests is highly correlated with total_cases and 2 other fields | High correlation |
new_tests is highly correlated with total_tests and 1 other fields | High correlation |
new_tests_smoothed is highly correlated with total_tests and 1 other fields | High correlation |
new_tests_smoothed_per_thousand is highly correlated with new_tests_per_thousand | High correlation |
new_tests_per_thousand is highly correlated with new_tests_smoothed_per_thousand | High correlation |
aged_65_older is highly correlated with median_age and 1 other fields | High correlation |
median_age is highly correlated with aged_65_older | High correlation |
aged_70_older is highly correlated with aged_65_older | High correlation |
total_cases_per_million has 385 (1.9%) missing values | Missing |
new_cases_per_million has 385 (1.9%) missing values | Missing |
total_deaths_per_million has 385 (1.9%) missing values | Missing |
new_deaths_per_million has 385 (1.9%) missing values | Missing |
total_tests has 15041 (73.2%) missing values | Missing |
new_tests has 15644 (76.1%) missing values | Missing |
total_tests_per_thousand has 15041 (73.2%) missing values | Missing |
new_tests_per_thousand has 15644 (76.1%) missing values | Missing |
new_tests_smoothed has 14508 (70.6%) missing values | Missing |
new_tests_smoothed_per_thousand has 14508 (70.6%) missing values | Missing |
tests_units has 13909 (67.7%) missing values | Missing |
stringency_index has 4309 (21.0%) missing values | Missing |
population_density has 910 (4.4%) missing values | Missing |
median_age has 1863 (9.1%) missing values | Missing |
aged_65_older has 2115 (10.3%) missing values | Missing |
aged_70_older has 1957 (9.5%) missing values | Missing |
gdp_per_capita has 2122 (10.3%) missing values | Missing |
extreme_poverty has 8331 (40.5%) missing values | Missing |
cvd_death_rate has 1944 (9.5%) missing values | Missing |
diabetes_prevalence has 1259 (6.1%) missing values | Missing |
female_smokers has 5405 (26.3%) missing values | Missing |
male_smokers has 5569 (27.1%) missing values | Missing |
handwashing_facilities has 12421 (60.4%) missing values | Missing |
hospital_beds_per_100k has 3392 (16.5%) missing values | Missing |
new_cases_per_million is highly skewed (γ1 = 30.78732471) | Skewed |
new_deaths_per_million is highly skewed (γ1 = 23.52733283) | Skewed |
total_cases has 3332 (16.2%) zeros | Zeros |
new_cases has 8586 (41.8%) zeros | Zeros |
total_deaths has 8762 (42.6%) zeros | Zeros |
new_deaths has 14426 (70.2%) zeros | Zeros |
total_cases_per_million has 2975 (14.5%) zeros | Zeros |
new_cases_per_million has 8219 (40.0%) zeros | Zeros |
total_deaths_per_million has 8400 (40.9%) zeros | Zeros |
new_deaths_per_million has 14050 (68.3%) zeros | Zeros |
new_tests_smoothed_per_thousand has 237 (1.2%) zeros | Zeros |
stringency_index has 2171 (10.6%) zeros | Zeros |
| Distinct count | 211 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 64 |
| Missing (%) | 0.3% |
| Memory size | 160.7 KiB |
| CAN | 151 |
|---|---|
| BEL | 151 |
| DEU | 151 |
| SGP | 151 |
| AUT | 151 |
| Other values (206) |
| Value | Count | Frequency (%) | |
| CAN | 151 | 0.7% | |
| BEL | 151 | 0.7% | |
| DEU | 151 | 0.7% | |
| SGP | 151 | 0.7% | |
| AUT | 151 | 0.7% | |
| KOR | 151 | 0.7% | |
| RUS | 151 | 0.7% | |
| FIN | 151 | 0.7% | |
| GRC | 151 | 0.7% | |
| GBR | 151 | 0.7% | |
| IRN | 151 | 0.7% | |
| MYS | 151 | 0.7% | |
| BRA | 151 | 0.7% | |
| CZE | 151 | 0.7% | |
| ISL | 151 | 0.7% | |
| MEX | 151 | 0.7% | |
| FRA | 151 | 0.7% | |
| NPL | 151 | 0.7% | |
| AUS | 151 | 0.7% | |
| HRV | 151 | 0.7% | |
| ISR | 151 | 0.7% | |
| NLD | 151 | 0.7% | |
| CHE | 151 | 0.7% | |
| SWE | 151 | 0.7% | |
| NOR | 151 | 0.7% | |
| Other values (186) | 16717 | 81.3% |
Length
| Max length | 8 |
|---|---|
| Median length | 3 |
| Mean length | 3.036728936 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| R | 5082 | 8.1% | |
| A | 4872 | 7.8% | |
| N | 4500 | 7.2% | |
| M | 3656 | 5.9% | |
| L | 3438 | 5.5% | |
| S | 3363 | 5.4% | |
| E | 3141 | 5.0% | |
| G | 3129 | 5.0% | |
| B | 3024 | 4.8% | |
| I | 2763 | 4.4% | |
| T | 2710 | 4.3% | |
| C | 2567 | 4.1% | |
| U | 2477 | 4.0% | |
| D | 2348 | 3.8% | |
| O | 2206 | 3.5% | |
| P | 1874 | 3.0% | |
| H | 1813 | 2.9% | |
| K | 1759 | 2.8% | |
| Z | 1355 | 2.2% | |
| W | 1224 | 2.0% | |
| V | 1210 | 1.9% | |
| Y | 1158 | 1.9% | |
| F | 979 | 1.6% | |
| J | 550 | 0.9% | |
| X | 510 | 0.8% | |
| Other values (4) | 715 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 62080 | 99.5% | |
| Lowercase Letter | 192 | 0.3% | |
| Connector Punctuation | 151 | 0.2% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| R | 5082 | 8.2% | |
| A | 4872 | 7.8% | |
| N | 4500 | 7.2% | |
| M | 3656 | 5.9% | |
| L | 3438 | 5.5% | |
| S | 3363 | 5.4% | |
| E | 3141 | 5.1% | |
| G | 3129 | 5.0% | |
| B | 3024 | 4.9% | |
| I | 2763 | 4.5% | |
| T | 2710 | 4.4% | |
| C | 2567 | 4.1% | |
| U | 2477 | 4.0% | |
| D | 2348 | 3.8% | |
| O | 2206 | 3.6% | |
| P | 1874 | 3.0% | |
| H | 1813 | 2.9% | |
| K | 1759 | 2.8% | |
| Z | 1355 | 2.2% | |
| W | 1224 | 2.0% | |
| V | 1210 | 1.9% | |
| Y | 1158 | 1.9% | |
| F | 979 | 1.6% | |
| J | 550 | 0.9% | |
| X | 510 | 0.8% |
Most frequent Connector Punctuation characters
| Value | Count | Frequency (%) | |
| _ | 151 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 128 | 66.7% | |
| a | 64 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 62272 | 99.8% | |
| Common | 151 | 0.2% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| R | 5082 | 8.2% | |
| A | 4872 | 7.8% | |
| N | 4500 | 7.2% | |
| M | 3656 | 5.9% | |
| L | 3438 | 5.5% | |
| S | 3363 | 5.4% | |
| E | 3141 | 5.0% | |
| G | 3129 | 5.0% | |
| B | 3024 | 4.9% | |
| I | 2763 | 4.4% | |
| T | 2710 | 4.4% | |
| C | 2567 | 4.1% | |
| U | 2477 | 4.0% | |
| D | 2348 | 3.8% | |
| O | 2206 | 3.5% | |
| P | 1874 | 3.0% | |
| H | 1813 | 2.9% | |
| K | 1759 | 2.8% | |
| Z | 1355 | 2.2% | |
| W | 1224 | 2.0% | |
| V | 1210 | 1.9% | |
| Y | 1158 | 1.9% | |
| F | 979 | 1.6% | |
| J | 550 | 0.9% | |
| X | 510 | 0.8% | |
| Other values (3) | 564 | 0.9% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| _ | 151 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 62423 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| R | 5082 | 8.1% | |
| A | 4872 | 7.8% | |
| N | 4500 | 7.2% | |
| M | 3656 | 5.9% | |
| L | 3438 | 5.5% | |
| S | 3363 | 5.4% | |
| E | 3141 | 5.0% | |
| G | 3129 | 5.0% | |
| B | 3024 | 4.8% | |
| I | 2763 | 4.4% | |
| T | 2710 | 4.3% | |
| C | 2567 | 4.1% | |
| U | 2477 | 4.0% | |
| D | 2348 | 3.8% | |
| O | 2206 | 3.5% | |
| P | 1874 | 3.0% | |
| H | 1813 | 2.9% | |
| K | 1759 | 2.8% | |
| Z | 1355 | 2.2% | |
| W | 1224 | 2.0% | |
| V | 1210 | 1.9% | |
| Y | 1158 | 1.9% | |
| F | 979 | 1.6% | |
| J | 550 | 0.9% | |
| X | 510 | 0.8% | |
| Other values (4) | 715 | 1.1% |
| Distinct count | 212 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 160.7 KiB |
| Denmark | 151 |
|---|---|
| France | 151 |
| Canada | 151 |
| World | 151 |
| Norway | 151 |
| Other values (207) |
| Value | Count | Frequency (%) | |
| Denmark | 151 | 0.7% | |
| France | 151 | 0.7% | |
| Canada | 151 | 0.7% | |
| World | 151 | 0.7% | |
| Norway | 151 | 0.7% | |
| United Kingdom | 151 | 0.7% | |
| Vietnam | 151 | 0.7% | |
| Israel | 151 | 0.7% | |
| Nepal | 151 | 0.7% | |
| China | 151 | 0.7% | |
| United States | 151 | 0.7% | |
| Australia | 151 | 0.7% | |
| Croatia | 151 | 0.7% | |
| Estonia | 151 | 0.7% | |
| Iceland | 151 | 0.7% | |
| Netherlands | 151 | 0.7% | |
| Mexico | 151 | 0.7% | |
| Germany | 151 | 0.7% | |
| Italy | 151 | 0.7% | |
| Belgium | 151 | 0.7% | |
| Belarus | 151 | 0.7% | |
| Switzerland | 151 | 0.7% | |
| Austria | 151 | 0.7% | |
| Japan | 151 | 0.7% | |
| South Korea | 151 | 0.7% | |
| Other values (187) | 16781 | 81.6% |
Length
| Max length | 32 |
|---|---|
| Median length | 7 |
| Mean length | 8.625267562 |
| Min length | 4 |
Most occurring characters
| Value | Count | Frequency (%) | |
| a | 26651 | 15.0% | |
| i | 15215 | 8.6% | |
| n | 15091 | 8.5% | |
| e | 12614 | 7.1% | |
| r | 10398 | 5.9% | |
| o | 8730 | 4.9% | |
| t | 7079 | 4.0% | |
| l | 6603 | 3.7% | |
| d | 6004 | 3.4% | |
| u | 5959 | 3.4% | |
| s | 5898 | 3.3% | |
| 5679 | 3.2% | ||
| c | 3470 | 2.0% | |
| g | 3452 | 1.9% | |
| m | 3367 | 1.9% | |
| S | 2967 | 1.7% | |
| b | 2803 | 1.6% | |
| h | 2663 | 1.5% | |
| y | 2022 | 1.1% | |
| C | 1982 | 1.1% | |
| M | 1979 | 1.1% | |
| p | 1902 | 1.1% | |
| B | 1896 | 1.1% | |
| I | 1862 | 1.1% | |
| A | 1808 | 1.0% | |
| Other values (31) | 19207 | 10.8% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 145866 | 82.3% | |
| Uppercase Letter | 25485 | 14.4% | |
| Space Separator | 5679 | 3.2% | |
| Other Punctuation | 77 | < 0.1% | |
| Open Punctuation | 65 | < 0.1% | |
| Close Punctuation | 65 | < 0.1% | |
| Dash Punctuation | 64 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| S | 2967 | 11.6% | |
| C | 1982 | 7.8% | |
| M | 1979 | 7.8% | |
| B | 1896 | 7.4% | |
| I | 1862 | 7.3% | |
| A | 1808 | 7.1% | |
| G | 1535 | 6.0% | |
| N | 1225 | 4.8% | |
| L | 1111 | 4.4% | |
| P | 1062 | 4.2% | |
| T | 975 | 3.8% | |
| R | 968 | 3.8% | |
| K | 942 | 3.7% | |
| E | 941 | 3.7% | |
| U | 810 | 3.2% | |
| F | 650 | 2.6% | |
| D | 576 | 2.3% | |
| V | 570 | 2.2% | |
| H | 430 | 1.7% | |
| J | 378 | 1.5% | |
| Z | 291 | 1.1% | |
| W | 185 | 0.7% | |
| Q | 147 | 0.6% | |
| O | 145 | 0.6% | |
| Y | 50 | 0.2% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| a | 26651 | 18.3% | |
| i | 15215 | 10.4% | |
| n | 15091 | 10.3% | |
| e | 12614 | 8.6% | |
| r | 10398 | 7.1% | |
| o | 8730 | 6.0% | |
| t | 7079 | 4.9% | |
| l | 6603 | 4.5% | |
| d | 6004 | 4.1% | |
| u | 5959 | 4.1% | |
| s | 5898 | 4.0% | |
| c | 3470 | 2.4% | |
| g | 3452 | 2.4% | |
| m | 3367 | 2.3% | |
| b | 2803 | 1.9% | |
| h | 2663 | 1.8% | |
| y | 2022 | 1.4% | |
| p | 1902 | 1.3% | |
| w | 1378 | 0.9% | |
| z | 1261 | 0.9% | |
| k | 1058 | 0.7% | |
| v | 867 | 0.6% | |
| f | 477 | 0.3% | |
| j | 316 | 0.2% | |
| x | 295 | 0.2% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 5679 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| ' | 77 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 64 | 100.0% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| ( | 65 | 100.0% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 65 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 171351 | 96.6% | |
| Common | 5950 | 3.4% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| a | 26651 | 15.6% | |
| i | 15215 | 8.9% | |
| n | 15091 | 8.8% | |
| e | 12614 | 7.4% | |
| r | 10398 | 6.1% | |
| o | 8730 | 5.1% | |
| t | 7079 | 4.1% | |
| l | 6603 | 3.9% | |
| d | 6004 | 3.5% | |
| u | 5959 | 3.5% | |
| s | 5898 | 3.4% | |
| c | 3470 | 2.0% | |
| g | 3452 | 2.0% | |
| m | 3367 | 2.0% | |
| S | 2967 | 1.7% | |
| b | 2803 | 1.6% | |
| h | 2663 | 1.6% | |
| y | 2022 | 1.2% | |
| C | 1982 | 1.2% | |
| M | 1979 | 1.2% | |
| p | 1902 | 1.1% | |
| B | 1896 | 1.1% | |
| I | 1862 | 1.1% | |
| A | 1808 | 1.1% | |
| G | 1535 | 0.9% | |
| Other values (26) | 17401 | 10.2% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 5679 | 95.4% | ||
| ' | 77 | 1.3% | |
| ( | 65 | 1.1% | |
| ) | 65 | 1.1% | |
| - | 64 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 177301 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| a | 26651 | 15.0% | |
| i | 15215 | 8.6% | |
| n | 15091 | 8.5% | |
| e | 12614 | 7.1% | |
| r | 10398 | 5.9% | |
| o | 8730 | 4.9% | |
| t | 7079 | 4.0% | |
| l | 6603 | 3.7% | |
| d | 6004 | 3.4% | |
| u | 5959 | 3.4% | |
| s | 5898 | 3.3% | |
| 5679 | 3.2% | ||
| c | 3470 | 2.0% | |
| g | 3452 | 1.9% | |
| m | 3367 | 1.9% | |
| S | 2967 | 1.7% | |
| b | 2803 | 1.6% | |
| h | 2663 | 1.5% | |
| y | 2022 | 1.1% | |
| C | 1982 | 1.1% | |
| M | 1979 | 1.1% | |
| p | 1902 | 1.1% | |
| B | 1896 | 1.1% | |
| I | 1862 | 1.1% | |
| A | 1808 | 1.0% | |
| Other values (31) | 19207 | 10.8% |
| Distinct count | 151 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 160.7 KiB |
| 2020-05-21 | 211 |
|---|---|
| 2020-05-25 | 211 |
| 2020-05-24 | 211 |
| 2020-05-19 | 211 |
| 2020-05-26 | 211 |
| Other values (146) |
| Value | Count | Frequency (%) | |
| 2020-05-21 | 211 | 1.0% | |
| 2020-05-25 | 211 | 1.0% | |
| 2020-05-24 | 211 | 1.0% | |
| 2020-05-19 | 211 | 1.0% | |
| 2020-05-26 | 211 | 1.0% | |
| 2020-05-20 | 211 | 1.0% | |
| 2020-05-18 | 211 | 1.0% | |
| 2020-05-15 | 211 | 1.0% | |
| 2020-05-16 | 211 | 1.0% | |
| 2020-05-23 | 211 | 1.0% | |
| 2020-05-17 | 211 | 1.0% | |
| 2020-05-22 | 211 | 1.0% | |
| 2020-05-07 | 210 | 1.0% | |
| 2020-05-05 | 210 | 1.0% | |
| 2020-05-27 | 210 | 1.0% | |
| 2020-05-28 | 210 | 1.0% | |
| 2020-05-09 | 210 | 1.0% | |
| 2020-05-04 | 210 | 1.0% | |
| 2020-05-06 | 210 | 1.0% | |
| 2020-05-08 | 210 | 1.0% | |
| 2020-05-11 | 210 | 1.0% | |
| 2020-05-12 | 210 | 1.0% | |
| 2020-05-13 | 210 | 1.0% | |
| 2020-05-14 | 210 | 1.0% | |
| 2020-05-02 | 210 | 1.0% | |
| Other values (126) | 15294 | 74.4% |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 68958 | 33.5% | |
| 2 | 52604 | 25.6% | |
| - | 41112 | 20.0% | |
| 1 | 11300 | 5.5% | |
| 4 | 8199 | 4.0% | |
| 5 | 8140 | 4.0% | |
| 3 | 6846 | 3.3% | |
| 9 | 2165 | 1.1% | |
| 7 | 2084 | 1.0% | |
| 8 | 2084 | 1.0% | |
| 6 | 2068 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 164448 | 80.0% | |
| Dash Punctuation | 41112 | 20.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 68958 | 41.9% | |
| 2 | 52604 | 32.0% | |
| 1 | 11300 | 6.9% | |
| 4 | 8199 | 5.0% | |
| 5 | 8140 | 4.9% | |
| 3 | 6846 | 4.2% | |
| 9 | 2165 | 1.3% | |
| 7 | 2084 | 1.3% | |
| 8 | 2084 | 1.3% | |
| 6 | 2068 | 1.3% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 41112 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 205560 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 68958 | 33.5% | |
| 2 | 52604 | 25.6% | |
| - | 41112 | 20.0% | |
| 1 | 11300 | 5.5% | |
| 4 | 8199 | 4.0% | |
| 5 | 8140 | 4.0% | |
| 3 | 6846 | 3.3% | |
| 9 | 2165 | 1.1% | |
| 7 | 2084 | 1.0% | |
| 8 | 2084 | 1.0% | |
| 6 | 2068 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 205560 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 68958 | 33.5% | |
| 2 | 52604 | 25.6% | |
| - | 41112 | 20.0% | |
| 1 | 11300 | 5.5% | |
| 4 | 8199 | 4.0% | |
| 5 | 8140 | 4.0% | |
| 3 | 6846 | 3.3% | |
| 9 | 2165 | 1.1% | |
| 7 | 2084 | 1.0% | |
| 8 | 2084 | 1.0% | |
| 6 | 2068 | 1.0% |
| Distinct count | 5620 |
|---|---|
| Unique (%) | 27.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19342.057793345008 |
|---|---|
| Minimum | 0 |
| Maximum | 5776934 |
| Zeros | 3332 |
| Zeros (%) | 16.2% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 99 |
| Q3 | 1329.25 |
| 95-th percentile | 38690.25 |
| Maximum | 5776934 |
| Range | 5776934 |
| Interquartile range (IQR) | 1323.25 |
Descriptive statistics
| Standard deviation | 198317.8553 |
|---|---|
| Coefficient of variation (CV) | 10.25319319 |
| Kurtosis | 438.5225615 |
| Mean | 19342.05779 |
| Median Absolute Deviation (MAD) | 99 |
| Skewness | 19.62476663 |
| Sum | 397595340 |
| Variance | 3.932997174e+10 |
| Value | Count | Frequency (%) | |
| 0 | 3332 | 16.2% | |
| 1 | 624 | 3.0% | |
| 3 | 346 | 1.7% | |
| 2 | 316 | 1.5% | |
| 11 | 293 | 1.4% | |
| 18 | 250 | 1.2% | |
| 16 | 241 | 1.2% | |
| 6 | 221 | 1.1% | |
| 7 | 204 | 1.0% | |
| 8 | 203 | 1.0% | |
| 5 | 194 | 0.9% | |
| 4 | 175 | 0.9% | |
| 15 | 174 | 0.8% | |
| 12 | 173 | 0.8% | |
| 10 | 172 | 0.8% | |
| 19 | 149 | 0.7% | |
| 14 | 144 | 0.7% | |
| 9 | 143 | 0.7% | |
| 13 | 132 | 0.6% | |
| 25 | 109 | 0.5% | |
| 24 | 108 | 0.5% | |
| 39 | 80 | 0.4% | |
| 21 | 77 | 0.4% | |
| 17 | 75 | 0.4% | |
| 22 | 73 | 0.4% | |
| Other values (5595) | 12548 | 61.0% |
| Value | Count | Frequency (%) | |
| 0 | 3332 | 16.2% | |
| 1 | 624 | 3.0% | |
| 2 | 316 | 1.5% | |
| 3 | 346 | 1.7% | |
| 4 | 175 | 0.9% | |
| 5 | 194 | 0.9% | |
| 6 | 221 | 1.1% | |
| 7 | 204 | 1.0% | |
| 8 | 203 | 1.0% | |
| 9 | 143 | 0.7% |
| Value | Count | Frequency (%) | |
| 5776934 | 1 | < 0.1% | |
| 5657752 | 1 | < 0.1% | |
| 5556130 | 1 | < 0.1% | |
| 5460254 | 1 | < 0.1% | |
| 5371158 | 1 | < 0.1% | |
| 5276942 | 1 | < 0.1% | |
| 5175836 | 1 | < 0.1% | |
| 5069262 | 1 | < 0.1% | |
| 4961338 | 1 | < 0.1% | |
| 4861975 | 1 | < 0.1% |
| Distinct count | 1856 |
|---|---|
| Unique (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 562.067912045145 |
|---|---|
| Minimum | -2461 |
| Maximum | 119182 |
| Zeros | 8586 |
| Zeros (%) | 41.8% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | -2461 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 46 |
| 95-th percentile | 1144.5 |
| Maximum | 119182 |
| Range | 121643 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 5007.224301 |
|---|---|
| Coefficient of variation (CV) | 8.908575269 |
| Kurtosis | 258.4626488 |
| Mean | 562.067912 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 15.3614804 |
| Sum | 11553868 |
| Variance | 25072295.2 |
| Value | Count | Frequency (%) | |
| 0 | 8586 | 41.8% | |
| 1 | 1136 | 5.5% | |
| 2 | 696 | 3.4% | |
| 3 | 468 | 2.3% | |
| 4 | 387 | 1.9% | |
| 6 | 310 | 1.5% | |
| 5 | 301 | 1.5% | |
| 7 | 224 | 1.1% | |
| 8 | 220 | 1.1% | |
| 9 | 205 | 1.0% | |
| 10 | 199 | 1.0% | |
| 11 | 171 | 0.8% | |
| 12 | 154 | 0.7% | |
| 15 | 150 | 0.7% | |
| 13 | 135 | 0.7% | |
| 14 | 126 | 0.6% | |
| 17 | 108 | 0.5% | |
| 16 | 108 | 0.5% | |
| 19 | 101 | 0.5% | |
| 18 | 98 | 0.5% | |
| 21 | 91 | 0.4% | |
| 22 | 88 | 0.4% | |
| 20 | 86 | 0.4% | |
| 27 | 75 | 0.4% | |
| 28 | 72 | 0.4% | |
| Other values (1831) | 6261 | 30.5% |
| Value | Count | Frequency (%) | |
| -2461 | 1 | < 0.1% | |
| -1480 | 1 | < 0.1% | |
| -713 | 1 | < 0.1% | |
| -525 | 1 | < 0.1% | |
| -372 | 1 | < 0.1% | |
| -209 | 1 | < 0.1% | |
| -161 | 1 | < 0.1% | |
| -115 | 1 | < 0.1% | |
| -105 | 1 | < 0.1% | |
| -50 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 119182 | 1 | < 0.1% | |
| 107924 | 1 | < 0.1% | |
| 106574 | 1 | < 0.1% | |
| 101622 | 1 | < 0.1% | |
| 101106 | 1 | < 0.1% | |
| 100548 | 1 | < 0.1% | |
| 99363 | 1 | < 0.1% | |
| 98033 | 1 | < 0.1% | |
| 96665 | 1 | < 0.1% | |
| 95876 | 1 | < 0.1% |
| Distinct count | 1922 |
|---|---|
| Unique (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1275.1473535707337 |
|---|---|
| Minimum | 0 |
| Maximum | 360089 |
| Zeros | 8762 |
| Zeros (%) | 42.6% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 28 |
| 95-th percentile | 1765.25 |
| Maximum | 360089 |
| Range | 360089 |
| Interquartile range (IQR) | 28 |
Descriptive statistics
| Standard deviation | 13366.44884 |
|---|---|
| Coefficient of variation (CV) | 10.48227784 |
| Kurtosis | 414.8385606 |
| Mean | 1275.147354 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 19.15974336 |
| Sum | 26211929 |
| Variance | 178661954.7 |
| Value | Count | Frequency (%) | |
| 0 | 8762 | 42.6% | |
| 1 | 1485 | 7.2% | |
| 2 | 705 | 3.4% | |
| 3 | 588 | 2.9% | |
| 5 | 381 | 1.9% | |
| 4 | 376 | 1.8% | |
| 6 | 339 | 1.6% | |
| 7 | 300 | 1.5% | |
| 10 | 295 | 1.4% | |
| 9 | 291 | 1.4% | |
| 8 | 270 | 1.3% | |
| 12 | 156 | 0.8% | |
| 11 | 156 | 0.8% | |
| 21 | 121 | 0.6% | |
| 13 | 109 | 0.5% | |
| 14 | 106 | 0.5% | |
| 15 | 99 | 0.5% | |
| 17 | 95 | 0.5% | |
| 20 | 92 | 0.4% | |
| 26 | 78 | 0.4% | |
| 24 | 78 | 0.4% | |
| 19 | 77 | 0.4% | |
| 22 | 76 | 0.4% | |
| 18 | 76 | 0.4% | |
| 16 | 72 | 0.4% | |
| Other values (1897) | 5373 | 26.1% |
| Value | Count | Frequency (%) | |
| 0 | 8762 | 42.6% | |
| 1 | 1485 | 7.2% | |
| 2 | 705 | 3.4% | |
| 3 | 588 | 2.9% | |
| 4 | 376 | 1.8% | |
| 5 | 381 | 1.9% | |
| 6 | 339 | 1.6% | |
| 7 | 300 | 1.5% | |
| 8 | 270 | 1.3% | |
| 9 | 291 | 1.4% |
| Value | Count | Frequency (%) | |
| 360089 | 1 | < 0.1% | |
| 355356 | 1 | < 0.1% | |
| 350213 | 1 | < 0.1% | |
| 346277 | 1 | < 0.1% | |
| 342894 | 1 | < 0.1% | |
| 342078 | 1 | < 0.1% | |
| 338089 | 1 | < 0.1% | |
| 333399 | 1 | < 0.1% | |
| 327957 | 1 | < 0.1% | |
| 323156 | 1 | < 0.1% |
| Distinct count | 586 |
|---|---|
| Unique (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.03492897450866 |
|---|---|
| Minimum | -1918 |
| Maximum | 10520 |
| Zeros | 14426 |
| Zeros (%) | 70.2% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | -1918 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 58 |
| Maximum | 10520 |
| Range | 12438 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 332.876747 |
|---|---|
| Coefficient of variation (CV) | 9.501282198 |
| Kurtosis | 321.0569448 |
| Mean | 35.03492897 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.60452539 |
| Sum | 720178 |
| Variance | 110806.9287 |
| Value | Count | Frequency (%) | |
| 0 | 14426 | 70.2% | |
| 1 | 1473 | 7.2% | |
| 2 | 740 | 3.6% | |
| 3 | 442 | 2.2% | |
| 4 | 347 | 1.7% | |
| 5 | 234 | 1.1% | |
| 6 | 206 | 1.0% | |
| 7 | 167 | 0.8% | |
| 8 | 140 | 0.7% | |
| 10 | 119 | 0.6% | |
| 9 | 117 | 0.6% | |
| 11 | 90 | 0.4% | |
| 13 | 71 | 0.3% | |
| 12 | 71 | 0.3% | |
| 15 | 63 | 0.3% | |
| 16 | 59 | 0.3% | |
| 14 | 56 | 0.3% | |
| 17 | 46 | 0.2% | |
| 18 | 42 | 0.2% | |
| 21 | 39 | 0.2% | |
| 22 | 34 | 0.2% | |
| 28 | 32 | 0.2% | |
| 19 | 31 | 0.2% | |
| 25 | 30 | 0.1% | |
| 23 | 28 | 0.1% | |
| Other values (561) | 1453 | 7.1% |
| Value | Count | Frequency (%) | |
| -1918 | 1 | < 0.1% | |
| 0 | 14426 | 70.2% | |
| 1 | 1473 | 7.2% | |
| 2 | 740 | 3.6% | |
| 3 | 442 | 2.2% | |
| 4 | 347 | 1.7% | |
| 5 | 234 | 1.1% | |
| 6 | 206 | 1.0% | |
| 7 | 167 | 0.8% | |
| 8 | 140 | 0.7% |
| Value | Count | Frequency (%) | |
| 10520 | 1 | < 0.1% | |
| 8709 | 1 | < 0.1% | |
| 8568 | 1 | < 0.1% | |
| 7663 | 1 | < 0.1% | |
| 7604 | 1 | < 0.1% | |
| 7445 | 1 | < 0.1% | |
| 7444 | 1 | < 0.1% | |
| 7284 | 1 | < 0.1% | |
| 7221 | 1 | < 0.1% | |
| 6671 | 1 | < 0.1% |
| Distinct count | 11302 |
|---|---|
| Unique (%) | 56.0% |
| Missing | 385 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 538.8408424470774 |
|---|---|
| Minimum | 0.0 |
| Maximum | 19741.881999999998 |
| Zeros | 2975 |
| Zeros (%) | 14.5% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.825 |
| median | 33.94 |
| Q3 | 274.124 |
| 95-th percentile | 2983.7155 |
| Maximum | 19741.882 |
| Range | 19741.882 |
| Interquartile range (IQR) | 273.299 |
Descriptive statistics
| Standard deviation | 1535.798857 |
|---|---|
| Coefficient of variation (CV) | 2.850190142 |
| Kurtosis | 53.47733858 |
| Mean | 538.8408424 |
| Median Absolute Deviation (MAD) | 33.94 |
| Skewness | 6.261412086 |
| Sum | 10868958.63 |
| Variance | 2358678.13 |
| Value | Count | Frequency (%) | |
| 0 | 2975 | 14.5% | |
| 0.034 | 67 | 0.3% | |
| 199.973 | 57 | 0.3% | |
| 63.049 | 55 | 0.3% | |
| 222.25 | 50 | 0.2% | |
| 193.757 | 50 | 0.2% | |
| 2.611 | 49 | 0.2% | |
| 17.046 | 48 | 0.2% | |
| 2200.44 | 47 | 0.2% | |
| 45.269 | 46 | 0.2% | |
| 6.297 | 46 | 0.2% | |
| 111.857 | 45 | 0.2% | |
| 10.997 | 40 | 0.2% | |
| 7.297 | 40 | 0.2% | |
| 281.997 | 40 | 0.2% | |
| 0.06 | 39 | 0.2% | |
| 20.079 | 39 | 0.2% | |
| 0.894 | 38 | 0.2% | |
| 0.014 | 36 | 0.2% | |
| 3826.87 | 36 | 0.2% | |
| 0.047 | 35 | 0.2% | |
| 18.203 | 35 | 0.2% | |
| 10.045 | 34 | 0.2% | |
| 3732.415 | 34 | 0.2% | |
| 2176.364 | 34 | 0.2% | |
| Other values (11277) | 16156 | 78.6% | |
| (Missing) | 385 | 1.9% |
| Value | Count | Frequency (%) | |
| 0 | 2975 | 14.5% | |
| 0.001 | 5 | < 0.1% | |
| 0.002 | 28 | 0.1% | |
| 0.003 | 7 | < 0.1% | |
| 0.004 | 2 | < 0.1% | |
| 0.005 | 8 | < 0.1% | |
| 0.006 | 4 | < 0.1% | |
| 0.007 | 1 | < 0.1% | |
| 0.008 | 22 | 0.1% | |
| 0.009 | 12 | 0.1% |
| Value | Count | Frequency (%) | |
| 19741.882 | 1 | < 0.1% | |
| 19653.486 | 1 | < 0.1% | |
| 19624.02 | 2 | < 0.1% | |
| 19594.555 | 2 | < 0.1% | |
| 19476.693 | 1 | < 0.1% | |
| 19388.296 | 1 | < 0.1% | |
| 19329.365 | 1 | < 0.1% | |
| 19299.9 | 1 | < 0.1% | |
| 19270.434 | 2 | < 0.1% | |
| 19240.969 | 1 | < 0.1% |
| Distinct count | 6531 |
|---|---|
| Unique (%) | 32.4% |
| Missing | 385 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.514348173119826 |
|---|---|
| Minimum | -265.189 |
| Maximum | 4944.376 |
| Zeros | 8219 |
| Zeros (%) | 40.0% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | -265.189 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.28 |
| Q3 | 6.0745 |
| 95-th percentile | 64.47 |
| Maximum | 4944.376 |
| Range | 5209.565 |
| Interquartile range (IQR) | 6.0745 |
Descriptive statistics
| Standard deviation | 63.3846036 |
|---|---|
| Coefficient of variation (CV) | 4.690170979 |
| Kurtosis | 1936.483265 |
| Mean | 13.51434817 |
| Median Absolute Deviation (MAD) | 0.28 |
| Skewness | 30.78732471 |
| Sum | 272597.917 |
| Variance | 4017.607974 |
| Value | Count | Frequency (%) | |
| 0 | 8219 | 40.0% | |
| 0.207 | 30 | 0.1% | |
| 2.543 | 27 | 0.1% | |
| 0.01 | 27 | 0.1% | |
| 0.392 | 26 | 0.1% | |
| 0.042 | 24 | 0.1% | |
| 0.017 | 24 | 0.1% | |
| 0.588 | 24 | 0.1% | |
| 0.061 | 23 | 0.1% | |
| 0.196 | 23 | 0.1% | |
| 0.018 | 23 | 0.1% | |
| 0.052 | 22 | 0.1% | |
| 0.009 | 21 | 0.1% | |
| 0.026 | 21 | 0.1% | |
| 0.067 | 20 | 0.1% | |
| 0.251 | 19 | 0.1% | |
| 0.001 | 19 | 0.1% | |
| 0.06 | 19 | 0.1% | |
| 0.305 | 19 | 0.1% | |
| 0.084 | 18 | 0.1% | |
| 0.144 | 18 | 0.1% | |
| 0.043 | 18 | 0.1% | |
| 0.078 | 18 | 0.1% | |
| 0.414 | 17 | 0.1% | |
| 0.057 | 17 | 0.1% | |
| Other values (6506) | 11435 | 55.6% | |
| (Missing) | 385 | 1.9% |
| Value | Count | Frequency (%) | |
| -265.189 | 1 | < 0.1% | |
| -139.488 | 1 | < 0.1% | |
| -83.886 | 1 | < 0.1% | |
| -38.57 | 1 | < 0.1% | |
| -17.24 | 1 | < 0.1% | |
| -15.789 | 1 | < 0.1% | |
| -15.25 | 1 | < 0.1% | |
| -7.956 | 1 | < 0.1% | |
| -7.734 | 1 | < 0.1% | |
| -2.834 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4944.376 | 1 | < 0.1% | |
| 1722.653 | 1 | < 0.1% | |
| 1473.447 | 1 | < 0.1% | |
| 1236.094 | 8 | < 0.1% | |
| 1060.758 | 1 | < 0.1% | |
| 1001.827 | 1 | < 0.1% | |
| 861.326 | 1 | < 0.1% | |
| 854.499 | 1 | < 0.1% | |
| 800.16 | 1 | < 0.1% | |
| 736.637 | 3 | < 0.1% |
| Distinct count | 5150 |
|---|---|
| Unique (%) | 25.5% |
| Missing | 385 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.56194705269942 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1237.5510000000002 |
| Zeros | 8400 |
| Zeros (%) | 40.9% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.234 |
| Q3 | 5.161 |
| 95-th percentile | 110.228 |
| Maximum | 1237.551 |
| Range | 1237.551 |
| Interquartile range (IQR) | 5.161 |
Descriptive statistics
| Standard deviation | 95.75791243 |
|---|---|
| Coefficient of variation (CV) | 4.064091657 |
| Kurtosis | 68.69972324 |
| Mean | 23.56194705 |
| Median Absolute Deviation (MAD) | 0.234 |
| Skewness | 7.407969188 |
| Sum | 475268.034 |
| Variance | 9169.577793 |
| Value | Count | Frequency (%) | |
| 0 | 8400 | 40.9% | |
| 0.414 | 70 | 0.3% | |
| 15.216 | 70 | 0.3% | |
| 6.094 | 64 | 0.3% | |
| 2.286 | 62 | 0.3% | |
| 0.084 | 61 | 0.3% | |
| 0.352 | 58 | 0.3% | |
| 0.425 | 58 | 0.3% | |
| 1.705 | 58 | 0.3% | |
| 5.716 | 56 | 0.3% | |
| 0.061 | 56 | 0.3% | |
| 26.221 | 55 | 0.3% | |
| 25.828 | 54 | 0.3% | |
| 5.03 | 52 | 0.3% | |
| 34.748 | 52 | 0.3% | |
| 29.624 | 48 | 0.2% | |
| 0.215 | 43 | 0.2% | |
| 33.072 | 41 | 0.2% | |
| 30.635 | 39 | 0.2% | |
| 29.304 | 39 | 0.2% | |
| 0.269 | 39 | 0.2% | |
| 1.799 | 38 | 0.2% | |
| 0.009 | 37 | 0.2% | |
| 27.972 | 36 | 0.2% | |
| 0.026 | 36 | 0.2% | |
| Other values (5125) | 10549 | 51.3% | |
| (Missing) | 385 | 1.9% |
| Value | Count | Frequency (%) | |
| 0 | 8400 | 40.9% | |
| 0.001 | 13 | 0.1% | |
| 0.002 | 7 | < 0.1% | |
| 0.003 | 5 | < 0.1% | |
| 0.004 | 2 | < 0.1% | |
| 0.005 | 10 | < 0.1% | |
| 0.006 | 1 | < 0.1% | |
| 0.007 | 3 | < 0.1% | |
| 0.008 | 14 | 0.1% | |
| 0.009 | 37 | 0.2% |
| Value | Count | Frequency (%) | |
| 1237.551 | 6 | < 0.1% | |
| 1208.085 | 27 | 0.1% | |
| 1178.62 | 5 | < 0.1% | |
| 1149.154 | 4 | < 0.1% | |
| 1119.689 | 1 | < 0.1% | |
| 1060.758 | 3 | < 0.1% | |
| 1031.292 | 2 | < 0.1% | |
| 1001.827 | 4 | < 0.1% | |
| 942.896 | 4 | < 0.1% | |
| 883.965 | 1 | < 0.1% |
| Distinct count | 1685 |
|---|---|
| Unique (%) | 8.4% |
| Missing | 385 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5719709483912548 |
|---|---|
| Minimum | -41.023 |
| Maximum | 200.04 |
| Zeros | 14050 |
| Zeros (%) | 68.3% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | -41.023 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.062 |
| 95-th percentile | 2.2225 |
| Maximum | 200.04 |
| Range | 241.063 |
| Interquartile range (IQR) | 0.062 |
Descriptive statistics
| Standard deviation | 3.528852488 |
|---|---|
| Coefficient of variation (CV) | 6.169635885 |
| Kurtosis | 975.0926679 |
| Mean | 0.5719709484 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 23.52733283 |
| Sum | 11537.226 |
| Variance | 12.45279988 |
| Value | Count | Frequency (%) | |
| 0 | 14050 | 68.3% | |
| 0.099 | 62 | 0.3% | |
| 0.039 | 44 | 0.2% | |
| 0.347 | 42 | 0.2% | |
| 0.288 | 36 | 0.2% | |
| 0.02 | 35 | 0.2% | |
| 0.48 | 34 | 0.2% | |
| 0.088 | 33 | 0.2% | |
| 0.147 | 32 | 0.2% | |
| 0.154 | 31 | 0.2% | |
| 0.096 | 30 | 0.1% | |
| 0.196 | 30 | 0.1% | |
| 0.034 | 29 | 0.1% | |
| 0.038 | 29 | 0.1% | |
| 0.03 | 29 | 0.1% | |
| 0.031 | 28 | 0.1% | |
| 0.048 | 27 | 0.1% | |
| 0.137 | 27 | 0.1% | |
| 0.026 | 26 | 0.1% | |
| 0.244 | 26 | 0.1% | |
| 0.144 | 26 | 0.1% | |
| 0.024 | 25 | 0.1% | |
| 0.041 | 25 | 0.1% | |
| 0.027 | 24 | 0.1% | |
| 0.029 | 24 | 0.1% | |
| Other values (1660) | 5367 | 26.1% | |
| (Missing) | 385 | 1.9% |
| Value | Count | Frequency (%) | |
| -41.023 | 1 | < 0.1% | |
| 0 | 14050 | 68.3% | |
| 0.001 | 21 | 0.1% | |
| 0.002 | 11 | 0.1% | |
| 0.003 | 14 | 0.1% | |
| 0.004 | 10 | < 0.1% | |
| 0.005 | 21 | 0.1% | |
| 0.006 | 19 | 0.1% | |
| 0.007 | 6 | < 0.1% | |
| 0.008 | 20 | 0.1% |
| Value | Count | Frequency (%) | |
| 200.04 | 1 | < 0.1% | |
| 176.793 | 1 | < 0.1% | |
| 117.862 | 1 | < 0.1% | |
| 93.279 | 1 | < 0.1% | |
| 88.396 | 1 | < 0.1% | |
| 58.931 | 8 | < 0.1% | |
| 58.801 | 1 | < 0.1% | |
| 51.77 | 1 | < 0.1% | |
| 50.963 | 1 | < 0.1% | |
| 47.39 | 1 | < 0.1% |
| Distinct count | 5287 |
|---|---|
| Unique (%) | 95.9% |
| Missing | 15041 |
| Missing (%) | 73.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 274596.92239347234 |
|---|---|
| Minimum | 1.0 |
| Maximum | 15192481.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 306.1 |
| Q1 | 9266 |
| median | 47816 |
| Q3 | 172136.5 |
| 95-th percentile | 966647.3 |
| Maximum | 15192481 |
| Range | 15192480 |
| Interquartile range (IQR) | 162870.5 |
Descriptive statistics
| Standard deviation | 995644.7584 |
|---|---|
| Coefficient of variation (CV) | 3.625840923 |
| Kurtosis | 90.85502029 |
| Mean | 274596.9224 |
| Median Absolute Deviation (MAD) | 45494 |
| Skewness | 8.622568735 |
| Sum | 1514402027 |
| Variance | 9.91308485e+11 |
| Value | Count | Frequency (%) | |
| 111 | 4 | < 0.1% | |
| 576 | 4 | < 0.1% | |
| 33 | 4 | < 0.1% | |
| 31 | 4 | < 0.1% | |
| 326 | 4 | < 0.1% | |
| 16 | 4 | < 0.1% | |
| 25 | 4 | < 0.1% | |
| 584 | 3 | < 0.1% | |
| 1145 | 3 | < 0.1% | |
| 620 | 3 | < 0.1% | |
| 52 | 3 | < 0.1% | |
| 211 | 3 | < 0.1% | |
| 36 | 3 | < 0.1% | |
| 450 | 3 | < 0.1% | |
| 14 | 3 | < 0.1% | |
| 62 | 3 | < 0.1% | |
| 35 | 3 | < 0.1% | |
| 4298 | 3 | < 0.1% | |
| 609 | 3 | < 0.1% | |
| 84 | 3 | < 0.1% | |
| 57 | 3 | < 0.1% | |
| 45 | 3 | < 0.1% | |
| 880 | 3 | < 0.1% | |
| 20 | 3 | < 0.1% | |
| 5 | 3 | < 0.1% | |
| Other values (5262) | 5433 | 26.4% | |
| (Missing) | 15041 | 73.2% |
| Value | Count | Frequency (%) | |
| 1 | 2 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 2 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 5 | 3 | < 0.1% | |
| 9 | 2 | < 0.1% | |
| 10 | 1 | < 0.1% | |
| 11 | 2 | < 0.1% | |
| 12 | 2 | < 0.1% | |
| 13 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 15192481 | 1 | < 0.1% | |
| 14907041 | 1 | < 0.1% | |
| 14604942 | 1 | < 0.1% | |
| 14163694 | 1 | < 0.1% | |
| 13784786 | 1 | < 0.1% | |
| 13419058 | 1 | < 0.1% | |
| 13024762 | 1 | < 0.1% | |
| 12608216 | 1 | < 0.1% | |
| 12202812 | 1 | < 0.1% | |
| 11806021 | 1 | < 0.1% |
| Distinct count | 3514 |
|---|---|
| Unique (%) | 71.5% |
| Missing | 15644 |
| Missing (%) | 76.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10657.82756514658 |
|---|---|
| Minimum | 1.0 |
| Maximum | 441248.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 584.75 |
| median | 1992 |
| Q3 | 6542.25 |
| 95-th percentile | 38464.35 |
| Maximum | 441248 |
| Range | 441247 |
| Interquartile range (IQR) | 5957.5 |
Descriptive statistics
| Standard deviation | 35388.57175 |
|---|---|
| Coefficient of variation (CV) | 3.320430128 |
| Kurtosis | 55.74652196 |
| Mean | 10657.82757 |
| Median Absolute Deviation (MAD) | 1798 |
| Skewness | 6.897168068 |
| Sum | 52351249 |
| Variance | 1252351010 |
| Value | Count | Frequency (%) | |
| 1 | 18 | 0.1% | |
| 2 | 14 | 0.1% | |
| 5 | 13 | 0.1% | |
| 8 | 12 | 0.1% | |
| 10 | 10 | < 0.1% | |
| 16 | 10 | < 0.1% | |
| 3 | 10 | < 0.1% | |
| 4 | 9 | < 0.1% | |
| 7 | 9 | < 0.1% | |
| 9 | 9 | < 0.1% | |
| 722 | 8 | < 0.1% | |
| 18 | 8 | < 0.1% | |
| 15 | 8 | < 0.1% | |
| 24 | 8 | < 0.1% | |
| 29 | 8 | < 0.1% | |
| 36 | 8 | < 0.1% | |
| 32 | 8 | < 0.1% | |
| 22 | 7 | < 0.1% | |
| 25 | 7 | < 0.1% | |
| 443 | 7 | < 0.1% | |
| 6 | 7 | < 0.1% | |
| 13 | 6 | < 0.1% | |
| 45 | 6 | < 0.1% | |
| 33 | 6 | < 0.1% | |
| 27 | 6 | < 0.1% | |
| Other values (3489) | 4690 | 22.8% | |
| (Missing) | 15644 | 76.1% |
| Value | Count | Frequency (%) | |
| 1 | 18 | 0.1% | |
| 2 | 14 | 0.1% | |
| 3 | 10 | < 0.1% | |
| 4 | 9 | < 0.1% | |
| 5 | 13 | 0.1% | |
| 6 | 7 | < 0.1% | |
| 7 | 9 | < 0.1% | |
| 8 | 12 | 0.1% | |
| 9 | 9 | < 0.1% | |
| 10 | 10 | < 0.1% |
| Value | Count | Frequency (%) | |
| 441248 | 1 | < 0.1% | |
| 416546 | 1 | < 0.1% | |
| 405404 | 1 | < 0.1% | |
| 402808 | 1 | < 0.1% | |
| 396791 | 1 | < 0.1% | |
| 394296 | 1 | < 0.1% | |
| 384644 | 1 | < 0.1% | |
| 378908 | 1 | < 0.1% | |
| 376751 | 1 | < 0.1% | |
| 365728 | 1 | < 0.1% |
| Distinct count | 4033 |
|---|---|
| Unique (%) | 73.1% |
| Missing | 15041 |
| Missing (%) | 73.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.190792747053493 |
|---|---|
| Minimum | 0.0 |
| Maximum | 176.11700000000002 |
| Zeros | 26 |
| Zeros (%) | 0.1% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.011 |
| Q1 | 0.3985 |
| median | 2.746 |
| Q3 | 14.5555 |
| 95-th percentile | 51.6989 |
| Maximum | 176.117 |
| Range | 176.117 |
| Interquartile range (IQR) | 14.157 |
Descriptive statistics
| Standard deviation | 22.29090843 |
|---|---|
| Coefficient of variation (CV) | 1.8285036 |
| Kurtosis | 17.45505148 |
| Mean | 12.19079275 |
| Median Absolute Deviation (MAD) | 2.708 |
| Skewness | 3.643057346 |
| Sum | 67232.222 |
| Variance | 496.8845986 |
| Value | Count | Frequency (%) | |
| 0.001 | 43 | 0.2% | |
| 0.002 | 34 | 0.2% | |
| 0.003 | 28 | 0.1% | |
| 0.007 | 28 | 0.1% | |
| 0 | 26 | 0.1% | |
| 0.004 | 24 | 0.1% | |
| 0.008 | 22 | 0.1% | |
| 0.01 | 22 | 0.1% | |
| 0.015 | 21 | 0.1% | |
| 0.005 | 19 | 0.1% | |
| 0.013 | 17 | 0.1% | |
| 0.016 | 16 | 0.1% | |
| 0.02 | 16 | 0.1% | |
| 0.027 | 15 | 0.1% | |
| 0.018 | 15 | 0.1% | |
| 0.024 | 15 | 0.1% | |
| 0.012 | 15 | 0.1% | |
| 0.006 | 14 | 0.1% | |
| 0.017 | 14 | 0.1% | |
| 0.009 | 12 | 0.1% | |
| 0.011 | 11 | 0.1% | |
| 0.014 | 10 | < 0.1% | |
| 0.055 | 9 | < 0.1% | |
| 0.021 | 9 | < 0.1% | |
| 0.023 | 9 | < 0.1% | |
| Other values (4008) | 5051 | 24.6% | |
| (Missing) | 15041 | 73.2% |
| Value | Count | Frequency (%) | |
| 0 | 26 | 0.1% | |
| 0.001 | 43 | 0.2% | |
| 0.002 | 34 | 0.2% | |
| 0.003 | 28 | 0.1% | |
| 0.004 | 24 | 0.1% | |
| 0.005 | 19 | 0.1% | |
| 0.006 | 14 | 0.1% | |
| 0.007 | 28 | 0.1% | |
| 0.008 | 22 | 0.1% | |
| 0.009 | 12 | 0.1% |
| Value | Count | Frequency (%) | |
| 176.117 | 1 | < 0.1% | |
| 175.056 | 1 | < 0.1% | |
| 174.57 | 1 | < 0.1% | |
| 173.029 | 1 | < 0.1% | |
| 172.352 | 1 | < 0.1% | |
| 172.316 | 1 | < 0.1% | |
| 172.147 | 1 | < 0.1% | |
| 171.092 | 1 | < 0.1% | |
| 170.708 | 1 | < 0.1% | |
| 170.503 | 1 | < 0.1% |
| Distinct count | 1304 |
|---|---|
| Unique (%) | 26.5% |
| Missing | 15644 |
| Missing (%) | 76.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.397878664495114 |
|---|---|
| Minimum | 0.0 |
| Maximum | 7.285 |
| Zeros | 171 |
| Zeros (%) | 0.8% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.001 |
| Q1 | 0.031 |
| median | 0.156 |
| Q3 | 0.55025 |
| 95-th percentile | 1.498 |
| Maximum | 7.285 |
| Range | 7.285 |
| Interquartile range (IQR) | 0.51925 |
Descriptive statistics
| Standard deviation | 0.6108690395 |
|---|---|
| Coefficient of variation (CV) | 1.535314894 |
| Kurtosis | 18.50312575 |
| Mean | 0.3978786645 |
| Median Absolute Deviation (MAD) | 0.147 |
| Skewness | 3.449076752 |
| Sum | 1954.38 |
| Variance | 0.3731609834 |
| Value | Count | Frequency (%) | |
| 0 | 171 | 0.8% | |
| 0.001 | 109 | 0.5% | |
| 0.002 | 59 | 0.3% | |
| 0.007 | 54 | 0.3% | |
| 0.006 | 52 | 0.3% | |
| 0.004 | 49 | 0.2% | |
| 0.008 | 48 | 0.2% | |
| 0.005 | 48 | 0.2% | |
| 0.014 | 41 | 0.2% | |
| 0.013 | 39 | 0.2% | |
| 0.009 | 38 | 0.2% | |
| 0.012 | 37 | 0.2% | |
| 0.003 | 37 | 0.2% | |
| 0.011 | 32 | 0.2% | |
| 0.017 | 31 | 0.2% | |
| 0.015 | 31 | 0.2% | |
| 0.021 | 30 | 0.1% | |
| 0.019 | 29 | 0.1% | |
| 0.022 | 28 | 0.1% | |
| 0.026 | 28 | 0.1% | |
| 0.01 | 27 | 0.1% | |
| 0.023 | 26 | 0.1% | |
| 0.03 | 26 | 0.1% | |
| 0.059 | 24 | 0.1% | |
| 0.056 | 24 | 0.1% | |
| Other values (1279) | 3794 | 18.5% | |
| (Missing) | 15644 | 76.1% |
| Value | Count | Frequency (%) | |
| 0 | 171 | 0.8% | |
| 0.001 | 109 | 0.5% | |
| 0.002 | 59 | 0.3% | |
| 0.003 | 37 | 0.2% | |
| 0.004 | 49 | 0.2% | |
| 0.005 | 48 | 0.2% | |
| 0.006 | 52 | 0.3% | |
| 0.007 | 54 | 0.3% | |
| 0.008 | 48 | 0.2% | |
| 0.009 | 38 | 0.2% |
| Value | Count | Frequency (%) | |
| 7.285 | 1 | < 0.1% | |
| 6.708 | 1 | < 0.1% | |
| 5.729 | 1 | < 0.1% | |
| 5.357 | 1 | < 0.1% | |
| 5.14 | 1 | < 0.1% | |
| 5.002 | 1 | < 0.1% | |
| 4.911 | 1 | < 0.1% | |
| 4.897 | 1 | < 0.1% | |
| 4.724 | 1 | < 0.1% | |
| 4.557 | 1 | < 0.1% |
| Distinct count | 4106 |
|---|---|
| Unique (%) | 67.9% |
| Missing | 14508 |
| Missing (%) | 70.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9595.70171957672 |
|---|---|
| Minimum | 0.0 |
| Maximum | 399846.0 |
| Zeros | 32 |
| Zeros (%) | 0.2% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 36 |
| Q1 | 687.5 |
| median | 2169.5 |
| Q3 | 6079.25 |
| 95-th percentile | 40948.45 |
| Maximum | 399846 |
| Range | 399846 |
| Interquartile range (IQR) | 5391.75 |
Descriptive statistics
| Standard deviation | 30563.02969 |
|---|---|
| Coefficient of variation (CV) | 3.185075003 |
| Kurtosis | 66.87949197 |
| Mean | 9595.70172 |
| Median Absolute Deviation (MAD) | 1888.5 |
| Skewness | 7.431160888 |
| Sum | 58034804 |
| Variance | 934098783.7 |
| Value | Count | Frequency (%) | |
| 0 | 32 | 0.2% | |
| 2134 | 25 | 0.1% | |
| 930 | 25 | 0.1% | |
| 2111 | 25 | 0.1% | |
| 4 | 20 | 0.1% | |
| 2 | 20 | 0.1% | |
| 2384 | 20 | 0.1% | |
| 1 | 19 | 0.1% | |
| 3 | 18 | 0.1% | |
| 5 | 15 | 0.1% | |
| 4632 | 12 | 0.1% | |
| 37 | 12 | 0.1% | |
| 27 | 11 | 0.1% | |
| 7 | 11 | 0.1% | |
| 36 | 10 | < 0.1% | |
| 8 | 10 | < 0.1% | |
| 72 | 10 | < 0.1% | |
| 25 | 9 | < 0.1% | |
| 29 | 9 | < 0.1% | |
| 58 | 9 | < 0.1% | |
| 45 | 9 | < 0.1% | |
| 30 | 8 | < 0.1% | |
| 49 | 8 | < 0.1% | |
| 23 | 8 | < 0.1% | |
| 16 | 8 | < 0.1% | |
| Other values (4081) | 5685 | 27.7% | |
| (Missing) | 14508 | 70.6% |
| Value | Count | Frequency (%) | |
| 0 | 32 | 0.2% | |
| 1 | 19 | 0.1% | |
| 2 | 20 | 0.1% | |
| 3 | 18 | 0.1% | |
| 4 | 20 | 0.1% | |
| 5 | 15 | 0.1% | |
| 6 | 7 | < 0.1% | |
| 7 | 11 | 0.1% | |
| 8 | 10 | < 0.1% | |
| 9 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 399846 | 1 | < 0.1% | |
| 389611 | 1 | < 0.1% | |
| 387783 | 1 | < 0.1% | |
| 386318 | 1 | < 0.1% | |
| 386196 | 1 | < 0.1% | |
| 383304 | 1 | < 0.1% | |
| 377619 | 1 | < 0.1% | |
| 369181 | 1 | < 0.1% | |
| 361993 | 1 | < 0.1% | |
| 354407 | 1 | < 0.1% |
| Distinct count | 1378 |
|---|---|
| Unique (%) | 22.8% |
| Missing | 14508 |
| Missing (%) | 70.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.36638839285714275 |
|---|---|
| Minimum | 0.0 |
| Maximum | 4.993 |
| Zeros | 237 |
| Zeros (%) | 1.2% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.001 |
| Q1 | 0.034 |
| median | 0.159 |
| Q3 | 0.51525 |
| 95-th percentile | 1.33465 |
| Maximum | 4.993 |
| Range | 4.993 |
| Interquartile range (IQR) | 0.48125 |
Descriptive statistics
| Standard deviation | 0.5311624173 |
|---|---|
| Coefficient of variation (CV) | 1.449725012 |
| Kurtosis | 14.87992995 |
| Mean | 0.3663883929 |
| Median Absolute Deviation (MAD) | 0.15 |
| Skewness | 3.134983854 |
| Sum | 2215.917 |
| Variance | 0.2821335136 |
| Value | Count | Frequency (%) | |
| 0 | 237 | 1.2% | |
| 0.001 | 148 | 0.7% | |
| 0.002 | 83 | 0.4% | |
| 0.006 | 75 | 0.4% | |
| 0.007 | 57 | 0.3% | |
| 0.01 | 54 | 0.3% | |
| 0.008 | 48 | 0.2% | |
| 0.003 | 46 | 0.2% | |
| 0.004 | 45 | 0.2% | |
| 0.005 | 44 | 0.2% | |
| 0.009 | 44 | 0.2% | |
| 0.025 | 39 | 0.2% | |
| 0.011 | 39 | 0.2% | |
| 0.014 | 38 | 0.2% | |
| 0.016 | 37 | 0.2% | |
| 0.013 | 35 | 0.2% | |
| 0.124 | 33 | 0.2% | |
| 0.015 | 33 | 0.2% | |
| 0.036 | 33 | 0.2% | |
| 0.019 | 33 | 0.2% | |
| 0.012 | 33 | 0.2% | |
| 0.051 | 32 | 0.2% | |
| 0.285 | 32 | 0.2% | |
| 0.021 | 31 | 0.2% | |
| 0.02 | 28 | 0.1% | |
| Other values (1353) | 4691 | 22.8% | |
| (Missing) | 14508 | 70.6% |
| Value | Count | Frequency (%) | |
| 0 | 237 | 1.2% | |
| 0.001 | 148 | 0.7% | |
| 0.002 | 83 | 0.4% | |
| 0.003 | 46 | 0.2% | |
| 0.004 | 45 | 0.2% | |
| 0.005 | 44 | 0.2% | |
| 0.006 | 75 | 0.4% | |
| 0.007 | 57 | 0.3% | |
| 0.008 | 48 | 0.2% | |
| 0.009 | 44 | 0.2% |
| Value | Count | Frequency (%) | |
| 4.993 | 1 | < 0.1% | |
| 4.894 | 1 | < 0.1% | |
| 4.785 | 1 | < 0.1% | |
| 4.771 | 1 | < 0.1% | |
| 4.642 | 1 | < 0.1% | |
| 4.604 | 1 | < 0.1% | |
| 4.433 | 1 | < 0.1% | |
| 4.387 | 1 | < 0.1% | |
| 4.352 | 1 | < 0.1% | |
| 4.305 | 1 | < 0.1% |
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 13909 |
| Missing (%) | 67.7% |
| Memory size | 160.7 KiB |
| tests performed | |
|---|---|
| people tested | |
| samples tested | |
| units unclear | |
| inconsistent units (COVID Tracking Project) | 82 |
| Value | Count | Frequency (%) | |
| tests performed | 2626 | 12.8% | |
| people tested | 1925 | 9.4% | |
| samples tested | 1078 | 5.2% | |
| units unclear | 936 | 4.6% | |
| inconsistent units (COVID Tracking Project) | 82 | 0.4% | |
| (Missing) | 13909 | 67.7% |
Length
| Max length | 43 |
|---|---|
| Median length | 3 |
| Mean length | 6.661218136 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| n | 30100 | 22.0% | |
| e | 19912 | 14.5% | |
| a | 16005 | 11.7% | |
| t | 12522 | 9.1% | |
| s | 11593 | 8.5% | |
| p | 7554 | 5.5% | |
| 6893 | 5.0% | ||
| r | 6352 | 4.6% | |
| d | 5629 | 4.1% | |
| o | 4715 | 3.4% | |
| l | 3939 | 2.9% | |
| m | 3704 | 2.7% | |
| f | 2626 | 1.9% | |
| u | 1954 | 1.4% | |
| i | 1264 | 0.9% | |
| c | 1182 | 0.9% | |
| ( | 82 | 0.1% | |
| C | 82 | 0.1% | |
| O | 82 | 0.1% | |
| V | 82 | 0.1% | |
| I | 82 | 0.1% | |
| D | 82 | 0.1% | |
| T | 82 | 0.1% | |
| k | 82 | 0.1% | |
| g | 82 | 0.1% | |
| Other values (3) | 246 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 129297 | 94.4% | |
| Space Separator | 6893 | 5.0% | |
| Uppercase Letter | 574 | 0.4% | |
| Open Punctuation | 82 | 0.1% | |
| Close Punctuation | 82 | 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 30100 | 23.3% | |
| e | 19912 | 15.4% | |
| a | 16005 | 12.4% | |
| t | 12522 | 9.7% | |
| s | 11593 | 9.0% | |
| p | 7554 | 5.8% | |
| r | 6352 | 4.9% | |
| d | 5629 | 4.4% | |
| o | 4715 | 3.6% | |
| l | 3939 | 3.0% | |
| m | 3704 | 2.9% | |
| f | 2626 | 2.0% | |
| u | 1954 | 1.5% | |
| i | 1264 | 1.0% | |
| c | 1182 | 0.9% | |
| k | 82 | 0.1% | |
| g | 82 | 0.1% | |
| j | 82 | 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 6893 | 100.0% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| ( | 82 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 82 | 14.3% | |
| O | 82 | 14.3% | |
| V | 82 | 14.3% | |
| I | 82 | 14.3% | |
| D | 82 | 14.3% | |
| T | 82 | 14.3% | |
| P | 82 | 14.3% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 82 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 129871 | 94.8% | |
| Common | 7057 | 5.2% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 30100 | 23.2% | |
| e | 19912 | 15.3% | |
| a | 16005 | 12.3% | |
| t | 12522 | 9.6% | |
| s | 11593 | 8.9% | |
| p | 7554 | 5.8% | |
| r | 6352 | 4.9% | |
| d | 5629 | 4.3% | |
| o | 4715 | 3.6% | |
| l | 3939 | 3.0% | |
| m | 3704 | 2.9% | |
| f | 2626 | 2.0% | |
| u | 1954 | 1.5% | |
| i | 1264 | 1.0% | |
| c | 1182 | 0.9% | |
| C | 82 | 0.1% | |
| O | 82 | 0.1% | |
| V | 82 | 0.1% | |
| I | 82 | 0.1% | |
| D | 82 | 0.1% | |
| T | 82 | 0.1% | |
| k | 82 | 0.1% | |
| g | 82 | 0.1% | |
| P | 82 | 0.1% | |
| j | 82 | 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 6893 | 97.7% | ||
| ( | 82 | 1.2% | |
| ) | 82 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 136928 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| n | 30100 | 22.0% | |
| e | 19912 | 14.5% | |
| a | 16005 | 11.7% | |
| t | 12522 | 9.1% | |
| s | 11593 | 8.5% | |
| p | 7554 | 5.5% | |
| 6893 | 5.0% | ||
| r | 6352 | 4.6% | |
| d | 5629 | 4.1% | |
| o | 4715 | 3.4% | |
| l | 3939 | 2.9% | |
| m | 3704 | 2.7% | |
| f | 2626 | 1.9% | |
| u | 1954 | 1.4% | |
| i | 1264 | 0.9% | |
| c | 1182 | 0.9% | |
| ( | 82 | 0.1% | |
| C | 82 | 0.1% | |
| O | 82 | 0.1% | |
| V | 82 | 0.1% | |
| I | 82 | 0.1% | |
| D | 82 | 0.1% | |
| T | 82 | 0.1% | |
| k | 82 | 0.1% | |
| g | 82 | 0.1% | |
| Other values (3) | 246 | 0.2% |
| Distinct count | 157 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 4309 |
| Missing (%) | 21.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.562003446790186 |
|---|---|
| Minimum | 0.0 |
| Maximum | 100.0 |
| Zeros | 2171 |
| Zeros (%) | 10.6% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 19.44 |
| median | 68.52 |
| Q3 | 83.33 |
| 95-th percentile | 96.3 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 63.89 |
Descriptive statistics
| Standard deviation | 34.11979596 |
|---|---|
| Coefficient of variation (CV) | 0.6140850553 |
| Kurtosis | -1.262909198 |
| Mean | 55.56200345 |
| Median Absolute Deviation (MAD) | 20.83 |
| Skewness | -0.5238120069 |
| Sum | 902715.87 |
| Variance | 1164.160476 |
| Value | Count | Frequency (%) | |
| 0 | 2171 | 10.6% | |
| 82.41 | 439 | 2.1% | |
| 96.3 | 420 | 2.0% | |
| 11.11 | 419 | 2.0% | |
| 100 | 369 | 1.8% | |
| 73.15 | 357 | 1.7% | |
| 19.44 | 352 | 1.7% | |
| 85.19 | 349 | 1.7% | |
| 93.52 | 347 | 1.7% | |
| 90.74 | 323 | 1.6% | |
| 78.7 | 320 | 1.6% | |
| 5.56 | 313 | 1.5% | |
| 13.89 | 302 | 1.5% | |
| 81.48 | 299 | 1.5% | |
| 84.26 | 296 | 1.4% | |
| 77.78 | 294 | 1.4% | |
| 79.63 | 287 | 1.4% | |
| 75.93 | 261 | 1.3% | |
| 87.04 | 252 | 1.2% | |
| 2.78 | 247 | 1.2% | |
| 87.96 | 228 | 1.1% | |
| 94.44 | 225 | 1.1% | |
| 80.56 | 221 | 1.1% | |
| 88.89 | 214 | 1.0% | |
| 86.11 | 213 | 1.0% | |
| Other values (132) | 6729 | 32.7% | |
| (Missing) | 4309 | 21.0% |
| Value | Count | Frequency (%) | |
| 0 | 2171 | 10.6% | |
| 2.78 | 247 | 1.2% | |
| 5.56 | 313 | 1.5% | |
| 8.33 | 187 | 0.9% | |
| 10.19 | 38 | 0.2% | |
| 11.11 | 419 | 2.0% | |
| 12.04 | 4 | < 0.1% | |
| 13.89 | 302 | 1.5% | |
| 14.81 | 5 | < 0.1% | |
| 15.74 | 5 | < 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 369 | 1.8% | |
| 98.15 | 32 | 0.2% | |
| 97.22 | 144 | 0.7% | |
| 96.3 | 420 | 2.0% | |
| 95.37 | 17 | 0.1% | |
| 94.44 | 225 | 1.1% | |
| 93.52 | 347 | 1.7% | |
| 92.59 | 163 | 0.8% | |
| 92.13 | 36 | 0.2% | |
| 91.67 | 90 | 0.4% |
population
Real number (ℝ≥0)
| Distinct count | 211 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 64 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 107377797.9893129 |
|---|---|
| Minimum | 809.0 |
| Maximum | 7794798729.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 809 |
|---|---|
| 5-th percentile | 48865 |
| Q1 | 2225728 |
| median | 9537642 |
| Q3 | 34813867 |
| 95-th percentile | 212559409 |
| Maximum | 7794798729 |
| Range | 7794797920 |
| Interquartile range (IQR) | 32588139 |
Descriptive statistics
| Standard deviation | 684907353.4 |
|---|---|
| Coefficient of variation (CV) | 6.378482016 |
| Kurtosis | 114.1793924 |
| Mean | 107377798 |
| Median Absolute Deviation (MAD) | 9100159 |
| Skewness | 10.52003979 |
| Sum | 2.200385836e+12 |
| Variance | 4.690980828e+17 |
| Value | Count | Frequency (%) | |
| 37742157 | 151 | 0.7% | |
| 25499881 | 151 | 0.7% | |
| 29136808 | 151 | 0.7% | |
| 2722291 | 151 | 0.7% | |
| 128932753 | 151 | 0.7% | |
| 331002647 | 151 | 0.7% | |
| 5421242 | 151 | 0.7% | |
| 8655541 | 151 | 0.7% | |
| 8654618 | 151 | 0.7% | |
| 51269183 | 151 | 0.7% | |
| 10708982 | 151 | 0.7% | |
| 145934460 | 151 | 0.7% | |
| 17134873 | 151 | 0.7% | |
| 212559409 | 151 | 0.7% | |
| 4105268 | 151 | 0.7% | |
| 5850343 | 151 | 0.7% | |
| 60461828 | 151 | 0.7% | |
| 10099270 | 151 | 0.7% | |
| 1326539 | 151 | 0.7% | |
| 97338583 | 151 | 0.7% | |
| 67886004 | 151 | 0.7% | |
| 9006400 | 151 | 0.7% | |
| 126476458 | 151 | 0.7% | |
| 5540718 | 151 | 0.7% | |
| 65273512 | 151 | 0.7% | |
| Other values (186) | 16717 | 81.3% |
| Value | Count | Frequency (%) | |
| 809 | 76 | 0.4% | |
| 3483 | 56 | 0.3% | |
| 4999 | 69 | 0.3% | |
| 15002 | 64 | 0.3% | |
| 26221 | 58 | 0.3% | |
| 30237 | 64 | 0.3% | |
| 33691 | 71 | 0.3% | |
| 33938 | 150 | 0.7% | |
| 38137 | 80 | 0.4% | |
| 38718 | 66 | 0.3% |
| Value | Count | Frequency (%) | |
| 7794798729 | 151 | 0.7% | |
| 1439323774 | 151 | 0.7% | |
| 1380004385 | 150 | 0.7% | |
| 331002647 | 151 | 0.7% | |
| 273523621 | 144 | 0.7% | |
| 220892331 | 146 | 0.7% | |
| 212559409 | 151 | 0.7% | |
| 206139587 | 140 | 0.7% | |
| 164689383 | 87 | 0.4% | |
| 145934460 | 151 | 0.7% |
| Distinct count | 199 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 910 |
| Missing (%) | 4.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 425.76778163493844 |
|---|---|
| Minimum | 0.13699999999999998 |
| Maximum | 19347.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 0.137 |
|---|---|
| 5-th percentile | 4.289 |
| Q1 | 41.285 |
| median | 93.105 |
| Q3 | 227.322 |
| 95-th percentile | 1209.088 |
| Maximum | 19347.5 |
| Range | 19347.363 |
| Interquartile range (IQR) | 186.037 |
Descriptive statistics
| Standard deviation | 1841.393166 |
|---|---|
| Coefficient of variation (CV) | 4.324876718 |
| Kurtosis | 79.04204893 |
| Mean | 425.7677816 |
| Median Absolute Deviation (MAD) | 68.387 |
| Skewness | 8.488692415 |
| Sum | 8364633.838 |
| Variance | 3390728.792 |
| Value | Count | Frequency (%) | |
| 205.859 | 151 | 0.7% | |
| 508.544 | 151 | 0.7% | |
| 272.898 | 151 | 0.7% | |
| 4.037 | 151 | 0.7% | |
| 18.136 | 151 | 0.7% | |
| 58.045 | 151 | 0.7% | |
| 14.462 | 151 | 0.7% | |
| 527.967 | 151 | 0.7% | |
| 122.578 | 151 | 0.7% | |
| 31.033 | 151 | 0.7% | |
| 204.43 | 151 | 0.7% | |
| 214.243 | 151 | 0.7% | |
| 237.016 | 151 | 0.7% | |
| 35.608 | 151 | 0.7% | |
| 83.479 | 151 | 0.7% | |
| 3.202 | 151 | 0.7% | |
| 45.135 | 151 | 0.7% | |
| 73.726 | 151 | 0.7% | |
| 24.718 | 151 | 0.7% | |
| 136.52 | 151 | 0.7% | |
| 375.564 | 151 | 0.7% | |
| 7915.731 | 151 | 0.7% | |
| 402.606 | 151 | 0.7% | |
| 49.831 | 151 | 0.7% | |
| 137.176 | 151 | 0.7% | |
| Other values (174) | 15871 | 77.2% | |
| (Missing) | 910 | 4.4% |
| Value | Count | Frequency (%) | |
| 0.137 | 71 | 0.3% | |
| 1.98 | 75 | 0.4% | |
| 3.078 | 76 | 0.4% | |
| 3.202 | 151 | 0.7% | |
| 3.404 | 151 | 0.7% | |
| 3.612 | 71 | 0.3% | |
| 3.623 | 66 | 0.3% | |
| 3.952 | 76 | 0.4% | |
| 4.037 | 151 | 0.7% | |
| 4.044 | 59 | 0.3% |
| Value | Count | Frequency (%) | |
| 19347.5 | 139 | 0.7% | |
| 7915.731 | 151 | 0.7% | |
| 7039.714 | 117 | 0.6% | |
| 3457.1 | 71 | 0.3% | |
| 1935.907 | 150 | 0.7% | |
| 1454.433 | 81 | 0.4% | |
| 1454.037 | 84 | 0.4% | |
| 1308.82 | 71 | 0.3% | |
| 1265.036 | 87 | 0.4% | |
| 1209.088 | 65 | 0.3% |
| Distinct count | 133 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 1863 |
| Missing (%) | 9.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.34845129192747 |
|---|---|
| Minimum | 15.1 |
| Maximum | 48.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 15.1 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 25.3 |
| median | 32.4 |
| Q3 | 40.8 |
| 95-th percentile | 44.8 |
| Maximum | 48.2 |
| Range | 33.1 |
| Interquartile range (IQR) | 15.5 |
Descriptive statistics
| Standard deviation | 8.960297524 |
|---|---|
| Coefficient of variation (CV) | 0.2769930914 |
| Kurtosis | -1.166204765 |
| Mean | 32.34845129 |
| Median Absolute Deviation (MAD) | 7.4 |
| Skewness | -0.161912858 |
| Sum | 604689.6 |
| Variance | 80.28693172 |
| Value | Count | Frequency (%) | |
| 32.4 | 525 | 2.6% | |
| 38.7 | 449 | 2.2% | |
| 31.9 | 316 | 1.5% | |
| 30.6 | 310 | 1.5% | |
| 29.1 | 301 | 1.5% | |
| 37.9 | 300 | 1.5% | |
| 39.7 | 295 | 1.4% | |
| 29.3 | 295 | 1.4% | |
| 41.2 | 245 | 1.2% | |
| 41.8 | 239 | 1.2% | |
| 43.4 | 238 | 1.2% | |
| 42.4 | 235 | 1.1% | |
| 20 | 234 | 1.1% | |
| 37.3 | 230 | 1.1% | |
| 41.4 | 228 | 1.1% | |
| 43.1 | 227 | 1.1% | |
| 28.2 | 225 | 1.1% | |
| 28.6 | 223 | 1.1% | |
| 25 | 218 | 1.1% | |
| 18.7 | 217 | 1.1% | |
| 42.2 | 216 | 1.1% | |
| 39.1 | 215 | 1.0% | |
| 27.6 | 214 | 1.0% | |
| 17.7 | 214 | 1.0% | |
| 20.3 | 202 | 1.0% | |
| Other values (108) | 12082 | 58.8% | |
| (Missing) | 1863 | 9.1% |
| Value | Count | Frequency (%) | |
| 15.1 | 70 | 0.3% | |
| 16.4 | 134 | 0.7% | |
| 16.7 | 71 | 0.3% | |
| 16.8 | 143 | 0.7% | |
| 17 | 78 | 0.4% | |
| 17.5 | 132 | 0.6% | |
| 17.6 | 78 | 0.4% | |
| 17.7 | 214 | 1.0% | |
| 18 | 69 | 0.3% | |
| 18.1 | 197 | 1.0% |
| Value | Count | Frequency (%) | |
| 48.2 | 151 | 0.7% | |
| 47.9 | 151 | 0.7% | |
| 46.6 | 151 | 0.7% | |
| 46.2 | 90 | 0.4% | |
| 45.5 | 150 | 0.7% | |
| 45.3 | 151 | 0.7% | |
| 44.8 | 117 | 0.6% | |
| 44.7 | 81 | 0.4% | |
| 44.5 | 85 | 0.4% | |
| 44.4 | 151 | 0.7% |
| Distinct count | 183 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 2115 |
| Missing (%) | 10.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.869730491838839 |
|---|---|
| Minimum | 1.1440000000000001 |
| Maximum | 27.049 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 1.144 |
|---|---|
| 5-th percentile | 2.405 |
| Q1 | 4.029 |
| median | 7.775 |
| Q3 | 15.322 |
| 95-th percentile | 20.396 |
| Maximum | 27.049 |
| Range | 25.905 |
| Interquartile range (IQR) | 11.293 |
Descriptive statistics
| Standard deviation | 6.468237517 |
|---|---|
| Coefficient of variation (CV) | 0.6553611087 |
| Kurtosis | -1.050982889 |
| Mean | 9.869730492 |
| Median Absolute Deviation (MAD) | 4.796 |
| Skewness | 0.5009411594 |
| Sum | 182007.7 |
| Variance | 41.83809658 |
| Value | Count | Frequency (%) | |
| 27.049 | 151 | 0.7% | |
| 19.677 | 151 | 0.7% | |
| 19.027 | 151 | 0.7% | |
| 5.809 | 151 | 0.7% | |
| 19.202 | 151 | 0.7% | |
| 23.021 | 151 | 0.7% | |
| 12.922 | 151 | 0.7% | |
| 15.413 | 151 | 0.7% | |
| 14.178 | 151 | 0.7% | |
| 18.517 | 151 | 0.7% | |
| 6.293 | 151 | 0.7% | |
| 13.914 | 151 | 0.7% | |
| 11.733 | 151 | 0.7% | |
| 16.821 | 151 | 0.7% | |
| 8.696 | 151 | 0.7% | |
| 14.799 | 151 | 0.7% | |
| 21.228 | 151 | 0.7% | |
| 19.985 | 151 | 0.7% | |
| 6.857 | 151 | 0.7% | |
| 16.984 | 151 | 0.7% | |
| 18.571 | 151 | 0.7% | |
| 5.44 | 151 | 0.7% | |
| 18.436 | 151 | 0.7% | |
| 19.724 | 151 | 0.7% | |
| 7.15 | 151 | 0.7% | |
| Other values (158) | 14666 | 71.3% | |
| (Missing) | 2115 | 10.3% |
| Value | Count | Frequency (%) | |
| 1.144 | 145 | 0.7% | |
| 1.307 | 147 | 0.7% | |
| 2.168 | 69 | 0.3% | |
| 2.339 | 73 | 0.4% | |
| 2.345 | 148 | 0.7% | |
| 2.355 | 145 | 0.7% | |
| 2.372 | 150 | 0.7% | |
| 2.405 | 69 | 0.3% | |
| 2.409 | 78 | 0.4% | |
| 2.48 | 72 | 0.4% |
| Value | Count | Frequency (%) | |
| 27.049 | 151 | 0.7% | |
| 23.021 | 151 | 0.7% | |
| 21.502 | 90 | 0.4% | |
| 21.453 | 151 | 0.7% | |
| 21.228 | 151 | 0.7% | |
| 20.801 | 81 | 0.4% | |
| 20.396 | 151 | 0.7% | |
| 19.985 | 151 | 0.7% | |
| 19.754 | 91 | 0.4% | |
| 19.724 | 151 | 0.7% |
| Distinct count | 182 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 1957 |
| Missing (%) | 9.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.284985751922146 |
|---|---|
| Minimum | 0.526 |
| Maximum | 18.493 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 0.526 |
|---|---|
| 5-th percentile | 1.38 |
| Q1 | 2.361 |
| median | 4.832 |
| Q3 | 9.842 |
| 95-th percentile | 13.799 |
| Maximum | 18.493 |
| Range | 17.967 |
| Interquartile range (IQR) | 7.481 |
Descriptive statistics
| Standard deviation | 4.442501178 |
|---|---|
| Coefficient of variation (CV) | 0.7068434764 |
| Kurtosis | -0.7919614551 |
| Mean | 6.284985752 |
| Median Absolute Deviation (MAD) | 3.049 |
| Skewness | 0.6374421157 |
| Sum | 116894.45 |
| Variance | 19.73581672 |
| Value | Count | Frequency (%) | |
| 3.053 | 257 | 1.3% | |
| 1.845 | 161 | 0.8% | |
| 2.063 | 152 | 0.7% | |
| 9.788 | 151 | 0.7% | |
| 9.207 | 151 | 0.7% | |
| 11.881 | 151 | 0.7% | |
| 13.433 | 151 | 0.7% | |
| 12.527 | 151 | 0.7% | |
| 9.393 | 151 | 0.7% | |
| 3.182 | 151 | 0.7% | |
| 15.957 | 151 | 0.7% | |
| 8.622 | 151 | 0.7% | |
| 3.407 | 151 | 0.7% | |
| 16.24 | 151 | 0.7% | |
| 13.491 | 151 | 0.7% | |
| 14.524 | 151 | 0.7% | |
| 9.732 | 151 | 0.7% | |
| 13.264 | 151 | 0.7% | |
| 13.079 | 151 | 0.7% | |
| 4.718 | 151 | 0.7% | |
| 12.849 | 151 | 0.7% | |
| 13.053 | 151 | 0.7% | |
| 10.797 | 151 | 0.7% | |
| 11.58 | 151 | 0.7% | |
| 3.212 | 151 | 0.7% | |
| Other values (157) | 14707 | 71.5% | |
| (Missing) | 1957 | 9.5% |
| Value | Count | Frequency (%) | |
| 0.526 | 145 | 0.7% | |
| 0.617 | 147 | 0.7% | |
| 1.114 | 148 | 0.7% | |
| 1.285 | 59 | 0.3% | |
| 1.308 | 69 | 0.3% | |
| 1.337 | 141 | 0.7% | |
| 1.358 | 78 | 0.4% | |
| 1.362 | 69 | 0.3% | |
| 1.378 | 70 | 0.3% | |
| 1.38 | 34 | 0.2% |
| Value | Count | Frequency (%) | |
| 18.493 | 151 | 0.7% | |
| 16.24 | 151 | 0.7% | |
| 15.957 | 151 | 0.7% | |
| 14.924 | 90 | 0.4% | |
| 14.524 | 151 | 0.7% | |
| 14.136 | 91 | 0.4% | |
| 13.799 | 150 | 0.7% | |
| 13.778 | 151 | 0.7% | |
| 13.748 | 151 | 0.7% | |
| 13.491 | 151 | 0.7% |
| Distinct count | 183 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 2122 |
| Missing (%) | 10.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23160.372423890636 |
|---|---|
| Minimum | 661.24 |
| Maximum | 116935.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 661.24 |
|---|---|
| 5-th percentile | 1561.767 |
| Q1 | 6462.531 |
| median | 15807.374 |
| Q3 | 35938.374 |
| 95-th percentile | 65530.537 |
| Maximum | 116935.6 |
| Range | 116274.36 |
| Interquartile range (IQR) | 29475.843 |
Descriptive statistics
| Standard deviation | 21355.07134 |
|---|---|
| Coefficient of variation (CV) | 0.9220521566 |
| Kurtosis | 2.733729647 |
| Mean | 23160.37242 |
| Median Absolute Deviation (MAD) | 11910.473 |
| Skewness | 1.486745566 |
| Sum | 426938305.3 |
| Variance | 456039072 |
| Value | Count | Frequency (%) | |
| 2442.804 | 151 | 0.7% | |
| 39002.223 | 151 | 0.7% | |
| 85535.383 | 151 | 0.7% | |
| 45436.686 | 151 | 0.7% | |
| 15469.207 | 151 | 0.7% | |
| 15308.712 | 151 | 0.7% | |
| 44648.71 | 151 | 0.7% | |
| 46482.958 | 151 | 0.7% | |
| 26808.164 | 151 | 0.7% | |
| 24765.954 | 151 | 0.7% | |
| 48472.545 | 151 | 0.7% | |
| 46682.515 | 151 | 0.7% | |
| 29481.252 | 151 | 0.7% | |
| 39753.244 | 151 | 0.7% | |
| 32605.906 | 151 | 0.7% | |
| 17336.469 | 151 | 0.7% | |
| 64800.057 | 151 | 0.7% | |
| 45229.245 | 151 | 0.7% | |
| 35220.084 | 151 | 0.7% | |
| 57410.166 | 151 | 0.7% | |
| 42658.576 | 151 | 0.7% | |
| 14103.452 | 151 | 0.7% | |
| 46949.283 | 151 | 0.7% | |
| 38605.671 | 151 | 0.7% | |
| 35938.374 | 151 | 0.7% | |
| Other values (158) | 14659 | 71.3% | |
| (Missing) | 2122 | 10.3% |
| Value | Count | Frequency (%) | |
| 661.24 | 75 | 0.4% | |
| 702.225 | 59 | 0.3% | |
| 752.788 | 74 | 0.4% | |
| 808.133 | 78 | 0.4% | |
| 926 | 70 | 0.3% | |
| 1095.042 | 57 | 0.3% | |
| 1136.103 | 68 | 0.3% | |
| 1390.3 | 59 | 0.3% | |
| 1413.89 | 28 | 0.1% | |
| 1416.44 | 70 | 0.3% |
| Value | Count | Frequency (%) | |
| 116935.6 | 147 | 0.7% | |
| 94277.965 | 144 | 0.7% | |
| 85535.383 | 151 | 0.7% | |
| 71809.251 | 80 | 0.4% | |
| 67335.293 | 150 | 0.7% | |
| 67293.483 | 145 | 0.7% | |
| 65530.537 | 148 | 0.7% | |
| 64800.057 | 151 | 0.7% | |
| 57410.166 | 151 | 0.7% | |
| 56861.47 | 150 | 0.7% |
| Distinct count | 73 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 8331 |
| Missing (%) | 40.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.198298568507157 |
|---|---|
| Minimum | 0.1 |
| Maximum | 77.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.5 |
| median | 1.5 |
| Q3 | 10 |
| 95-th percentile | 52.2 |
| Maximum | 77.6 |
| Range | 77.5 |
| Interquartile range (IQR) | 9.5 |
Descriptive statistics
| Standard deviation | 17.60508628 |
|---|---|
| Coefficient of variation (CV) | 1.726276806 |
| Kurtosis | 3.790537814 |
| Mean | 10.19829857 |
| Median Absolute Deviation (MAD) | 1.3 |
| Skewness | 2.125502709 |
| Sum | 124674.2 |
| Variance | 309.9390629 |
| Value | Count | Frequency (%) | |
| 0.2 | 1671 | 8.1% | |
| 0.5 | 1224 | 6.0% | |
| 0.7 | 920 | 4.5% | |
| 0.1 | 755 | 3.7% | |
| 1 | 418 | 2.0% | |
| 2 | 384 | 1.9% | |
| 1.3 | 316 | 1.5% | |
| 1.5 | 309 | 1.5% | |
| 2.5 | 300 | 1.5% | |
| 5.7 | 293 | 1.4% | |
| 3.4 | 228 | 1.1% | |
| 1.1 | 158 | 0.8% | |
| 2.2 | 154 | 0.7% | |
| 1.2 | 151 | 0.7% | |
| 15 | 151 | 0.7% | |
| 10 | 151 | 0.7% | |
| 21.2 | 150 | 0.7% | |
| 4.2 | 148 | 0.7% | |
| 4 | 146 | 0.7% | |
| 3.6 | 146 | 0.7% | |
| 1.4 | 143 | 0.7% | |
| 1.8 | 142 | 0.7% | |
| 5 | 142 | 0.7% | |
| 1.6 | 142 | 0.7% | |
| 18.9 | 113 | 0.5% | |
| Other values (48) | 3370 | 16.4% | |
| (Missing) | 8331 | 40.5% |
| Value | Count | Frequency (%) | |
| 0.1 | 755 | 3.7% | |
| 0.2 | 1671 | 8.1% | |
| 0.5 | 1224 | 6.0% | |
| 0.6 | 84 | 0.4% | |
| 0.7 | 920 | 4.5% | |
| 1 | 418 | 2.0% | |
| 1.1 | 158 | 0.8% | |
| 1.2 | 151 | 0.7% | |
| 1.3 | 316 | 1.5% | |
| 1.4 | 143 | 0.7% |
| Value | Count | Frequency (%) | |
| 77.6 | 70 | 0.3% | |
| 77.1 | 78 | 0.4% | |
| 71.7 | 59 | 0.3% | |
| 71.4 | 57 | 0.3% | |
| 67.1 | 64 | 0.3% | |
| 62.9 | 68 | 0.3% | |
| 59.6 | 15 | 0.1% | |
| 57.5 | 72 | 0.4% | |
| 56 | 76 | 0.4% | |
| 52.2 | 59 | 0.3% |
| Distinct count | 186 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 1944 |
| Missing (%) | 9.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 245.31734053298948 |
|---|---|
| Minimum | 79.37 |
| Maximum | 724.4169999999999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 79.37 |
|---|---|
| 5-th percentile | 99.403 |
| Q1 | 151.089 |
| median | 233.07 |
| Q3 | 311.11 |
| 95-th percentile | 460.043 |
| Maximum | 724.417 |
| Range | 645.047 |
| Interquartile range (IQR) | 160.021 |
Descriptive statistics
| Standard deviation | 119.001868 |
|---|---|
| Coefficient of variation (CV) | 0.4850935842 |
| Kurtosis | 0.8065004189 |
| Mean | 245.3173405 |
| Median Absolute Deviation (MAD) | 81.981 |
| Skewness | 0.9385523442 |
| Sum | 4565846.342 |
| Variance | 14161.44458 |
| Value | Count | Frequency (%) | |
| 233.07 | 151 | 0.7% | |
| 79.37 | 151 | 0.7% | |
| 151.089 | 151 | 0.7% | |
| 177.961 | 151 | 0.7% | |
| 133.982 | 151 | 0.7% | |
| 114.767 | 151 | 0.7% | |
| 253.782 | 151 | 0.7% | |
| 260.942 | 151 | 0.7% | |
| 113.151 | 151 | 0.7% | |
| 93.32 | 151 | 0.7% | |
| 114.898 | 151 | 0.7% | |
| 92.243 | 151 | 0.7% | |
| 443.129 | 151 | 0.7% | |
| 245.465 | 151 | 0.7% | |
| 109.361 | 151 | 0.7% | |
| 114.316 | 151 | 0.7% | |
| 107.791 | 151 | 0.7% | |
| 86.06 | 151 | 0.7% | |
| 261.899 | 151 | 0.7% | |
| 152.783 | 151 | 0.7% | |
| 342.989 | 151 | 0.7% | |
| 153.507 | 151 | 0.7% | |
| 260.797 | 151 | 0.7% | |
| 122.137 | 151 | 0.7% | |
| 227.485 | 151 | 0.7% | |
| Other values (161) | 14837 | 72.2% | |
| (Missing) | 1944 | 9.5% |
| Value | Count | Frequency (%) | |
| 79.37 | 151 | 0.7% | |
| 85.755 | 87 | 0.4% | |
| 85.998 | 151 | 0.7% | |
| 86.06 | 151 | 0.7% | |
| 92.243 | 151 | 0.7% | |
| 93.32 | 151 | 0.7% | |
| 99.403 | 150 | 0.7% | |
| 99.739 | 151 | 0.7% | |
| 103.957 | 150 | 0.7% | |
| 105.599 | 151 | 0.7% |
| Value | Count | Frequency (%) | |
| 724.417 | 75 | 0.4% | |
| 597.029 | 141 | 0.7% | |
| 561.494 | 70 | 0.3% | |
| 559.812 | 144 | 0.7% | |
| 539.849 | 77 | 0.4% | |
| 525.432 | 147 | 0.7% | |
| 496.218 | 148 | 0.7% | |
| 495.003 | 50 | 0.2% | |
| 466.792 | 78 | 0.4% | |
| 460.043 | 75 | 0.4% |
| Distinct count | 141 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 1259 |
| Missing (%) | 6.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.00911333367881 |
|---|---|
| Minimum | 0.99 |
| Maximum | 23.36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 0.99 |
|---|---|
| 5-th percentile | 2.42 |
| Q1 | 5.31 |
| median | 7.11 |
| Q3 | 10.08 |
| 95-th percentile | 16.52 |
| Maximum | 23.36 |
| Range | 22.37 |
| Interquartile range (IQR) | 4.77 |
Descriptive statistics
| Standard deviation | 4.029353695 |
|---|---|
| Coefficient of variation (CV) | 0.5030961015 |
| Kurtosis | 1.496405661 |
| Mean | 8.009113334 |
| Median Absolute Deviation (MAD) | 2.3 |
| Skewness | 1.133265288 |
| Sum | 154551.86 |
| Variance | 16.2356912 |
| Value | Count | Frequency (%) | |
| 2.42 | 989 | 4.8% | |
| 7.11 | 690 | 3.4% | |
| 10.08 | 469 | 2.3% | |
| 3.94 | 435 | 2.1% | |
| 11.62 | 422 | 2.1% | |
| 5.31 | 302 | 1.5% | |
| 5.59 | 302 | 1.5% | |
| 9.74 | 300 | 1.5% | |
| 16.52 | 297 | 1.4% | |
| 9.59 | 292 | 1.4% | |
| 6.05 | 274 | 1.3% | |
| 8.83 | 233 | 1.1% | |
| 5.72 | 232 | 1.1% | |
| 7.2 | 230 | 1.1% | |
| 4.28 | 227 | 1.1% | |
| 6.1 | 224 | 1.1% | |
| 4 | 208 | 1.0% | |
| 8.33 | 199 | 1.0% | |
| 8.27 | 160 | 0.8% | |
| 6.18 | 151 | 0.7% | |
| 7.26 | 151 | 0.7% | |
| 13.06 | 151 | 0.7% | |
| 8.11 | 151 | 0.7% | |
| 16.74 | 151 | 0.7% | |
| 6 | 151 | 0.7% | |
| Other values (116) | 11906 | 57.9% | |
| (Missing) | 1259 | 6.1% |
| Value | Count | Frequency (%) | |
| 0.99 | 74 | 0.4% | |
| 1.82 | 70 | 0.3% | |
| 1.91 | 73 | 0.4% | |
| 2.16 | 71 | 0.3% | |
| 2.42 | 989 | 4.8% | |
| 2.5 | 69 | 0.3% | |
| 2.92 | 85 | 0.4% | |
| 3.28 | 150 | 0.7% | |
| 3.3 | 68 | 0.3% | |
| 3.67 | 151 | 0.7% |
| Value | Count | Frequency (%) | |
| 23.36 | 70 | 0.3% | |
| 22.63 | 72 | 0.4% | |
| 22.02 | 71 | 0.3% | |
| 21.52 | 72 | 0.4% | |
| 17.72 | 85 | 0.4% | |
| 17.65 | 70 | 0.3% | |
| 17.31 | 147 | 0.7% | |
| 17.26 | 145 | 0.7% | |
| 17.11 | 67 | 0.3% | |
| 16.74 | 151 | 0.7% |
| Distinct count | 107 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 5405 |
| Missing (%) | 26.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.310047785624711 |
|---|---|
| Minimum | 0.1 |
| Maximum | 44.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 1.9 |
| median | 7 |
| Q3 | 19.8 |
| 95-th percentile | 30.2 |
| Maximum | 44 |
| Range | 43.9 |
| Interquartile range (IQR) | 17.9 |
Descriptive statistics
| Standard deviation | 10.56988318 |
|---|---|
| Coefficient of variation (CV) | 0.9345568986 |
| Kurtosis | -0.5626221244 |
| Mean | 11.31004779 |
| Median Absolute Deviation (MAD) | 6.1 |
| Skewness | 0.7661125146 |
| Sum | 171358.534 |
| Variance | 111.7224305 |
| Value | Count | Frequency (%) | |
| 1.9 | 518 | 2.5% | |
| 2 | 445 | 2.2% | |
| 0.8 | 411 | 2.0% | |
| 1 | 389 | 1.9% | |
| 0.3 | 363 | 1.8% | |
| 2.8 | 290 | 1.4% | |
| 30.1 | 232 | 1.1% | |
| 1.2 | 230 | 1.1% | |
| 19.6 | 230 | 1.1% | |
| 20.9 | 228 | 1.1% | |
| 5.3 | 226 | 1.1% | |
| 1.7 | 223 | 1.1% | |
| 0.7 | 219 | 1.1% | |
| 0.2 | 216 | 1.1% | |
| 1.5 | 216 | 1.1% | |
| 0.6 | 214 | 1.0% | |
| 1.6 | 213 | 1.0% | |
| 0.4 | 181 | 0.9% | |
| 4.7 | 162 | 0.8% | |
| 7.1 | 158 | 0.8% | |
| 15.4 | 151 | 0.7% | |
| 35.3 | 151 | 0.7% | |
| 24.5 | 151 | 0.7% | |
| 12 | 151 | 0.7% | |
| 25.1 | 151 | 0.7% | |
| Other values (82) | 9032 | 43.9% | |
| (Missing) | 5405 | 26.3% |
| Value | Count | Frequency (%) | |
| 0.1 | 70 | 0.3% | |
| 0.2 | 216 | 1.1% | |
| 0.3 | 363 | 1.8% | |
| 0.4 | 181 | 0.9% | |
| 0.5 | 145 | 0.7% | |
| 0.6 | 214 | 1.0% | |
| 0.7 | 219 | 1.1% | |
| 0.8 | 411 | 2.0% | |
| 0.9 | 77 | 0.4% | |
| 1 | 389 | 1.9% |
| Value | Count | Frequency (%) | |
| 44 | 73 | 0.4% | |
| 37.7 | 94 | 0.5% | |
| 35.3 | 151 | 0.7% | |
| 34.3 | 151 | 0.7% | |
| 34.2 | 86 | 0.4% | |
| 30.5 | 151 | 0.7% | |
| 30.2 | 78 | 0.4% | |
| 30.1 | 232 | 1.1% | |
| 29 | 77 | 0.4% | |
| 28.4 | 151 | 0.7% |
| Distinct count | 122 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 5569 |
| Missing (%) | 27.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.63865917128177 |
|---|---|
| Minimum | 7.7 |
| Maximum | 78.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 7.7 |
|---|---|
| 5-th percentile | 13.5 |
| Q1 | 21.4 |
| median | 31.4 |
| Q3 | 40.8 |
| 95-th percentile | 53.3 |
| Maximum | 78.1 |
| Range | 70.4 |
| Interquartile range (IQR) | 19.4 |
Descriptive statistics
| Standard deviation | 13.21017567 |
|---|---|
| Coefficient of variation (CV) | 0.4047401458 |
| Kurtosis | 0.4076086274 |
| Mean | 32.63865917 |
| Median Absolute Deviation (MAD) | 9.5 |
| Skewness | 0.5597867572 |
| Sum | 489155.585 |
| Variance | 174.5087413 |
| Value | Count | Frequency (%) | |
| 24.7 | 355 | 1.7% | |
| 31.4 | 301 | 1.5% | |
| 16.5 | 297 | 1.4% | |
| 33.7 | 293 | 1.4% | |
| 16.6 | 240 | 1.2% | |
| 33.1 | 239 | 1.2% | |
| 30.9 | 231 | 1.1% | |
| 37.8 | 228 | 1.1% | |
| 18.8 | 223 | 1.1% | |
| 12.3 | 220 | 1.1% | |
| 40.7 | 218 | 1.1% | |
| 34.8 | 158 | 0.8% | |
| 20.4 | 158 | 0.8% | |
| 40.9 | 151 | 0.7% | |
| 21.4 | 151 | 0.7% | |
| 42.4 | 151 | 0.7% | |
| 17.9 | 151 | 0.7% | |
| 18.9 | 151 | 0.7% | |
| 20.7 | 151 | 0.7% | |
| 45.9 | 151 | 0.7% | |
| 39.3 | 151 | 0.7% | |
| 28.3 | 151 | 0.7% | |
| 15.2 | 151 | 0.7% | |
| 38 | 151 | 0.7% | |
| 58.3 | 151 | 0.7% | |
| Other values (97) | 10014 | 48.7% | |
| (Missing) | 5569 | 27.1% |
| Value | Count | Frequency (%) | |
| 7.7 | 77 | 0.4% | |
| 8.5 | 77 | 0.4% | |
| 9.9 | 82 | 0.4% | |
| 10.8 | 140 | 0.7% | |
| 11.4 | 69 | 0.3% | |
| 12.3 | 220 | 1.1% | |
| 13.5 | 86 | 0.4% | |
| 14.2 | 77 | 0.4% | |
| 14.5 | 73 | 0.4% | |
| 15.2 | 151 | 0.7% |
| Value | Count | Frequency (%) | |
| 78.1 | 69 | 0.3% | |
| 76.1 | 144 | 0.7% | |
| 65.8 | 82 | 0.4% | |
| 58.3 | 151 | 0.7% | |
| 55.5 | 148 | 0.7% | |
| 55 | 81 | 0.4% | |
| 53.9 | 15 | 0.1% | |
| 53.3 | 76 | 0.4% | |
| 52.7 | 79 | 0.4% | |
| 52.3 | 75 | 0.4% |
| Distinct count | 92 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 12421 |
| Missing (%) | 60.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.26476140135218 |
|---|---|
| Minimum | 1.188 |
| Maximum | 98.999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 1.188 |
|---|---|
| 5-th percentile | 6.144 |
| Q1 | 24.64 |
| median | 59.607 |
| Q3 | 83.841 |
| 95-th percentile | 95.803 |
| Maximum | 98.999 |
| Range | 97.811 |
| Interquartile range (IQR) | 59.201 |
Descriptive statistics
| Standard deviation | 30.95356979 |
|---|---|
| Coefficient of variation (CV) | 0.5600959636 |
| Kurtosis | -1.358829925 |
| Mean | 55.2647614 |
| Median Absolute Deviation (MAD) | 27.372 |
| Skewness | -0.2613331165 |
| Sum | 449578.834 |
| Variance | 958.1234829 |
| Value | Count | Frequency (%) | |
| 87.847 | 151 | 0.7% | |
| 85.847 | 151 | 0.7% | |
| 47.782 | 151 | 0.7% | |
| 60.13 | 151 | 0.7% | |
| 59.55 | 150 | 0.7% | |
| 94.576 | 149 | 0.7% | |
| 78.463 | 147 | 0.7% | |
| 89.827 | 147 | 0.7% | |
| 80.635 | 146 | 0.7% | |
| 83.741 | 146 | 0.7% | |
| 59.607 | 146 | 0.7% | |
| 97.4 | 145 | 0.7% | |
| 90.67 | 144 | 0.7% | |
| 83.241 | 144 | 0.7% | |
| 64.204 | 144 | 0.7% | |
| 55.182 | 142 | 0.7% | |
| 94.043 | 142 | 0.7% | |
| 66.229 | 142 | 0.7% | |
| 37.746 | 141 | 0.7% | |
| 41.949 | 140 | 0.7% | |
| 43.993 | 113 | 0.5% | |
| 97.719 | 94 | 0.5% | |
| 20.859 | 89 | 0.4% | |
| 34.808 | 87 | 0.4% | |
| 65.386 | 86 | 0.4% | |
| Other values (67) | 4747 | 23.1% | |
| (Missing) | 12421 | 60.4% |
| Value | Count | Frequency (%) | |
| 1.188 | 74 | 0.4% | |
| 2.117 | 15 | 0.1% | |
| 2.735 | 78 | 0.4% | |
| 4.472 | 78 | 0.4% | |
| 4.617 | 76 | 0.4% | |
| 5.818 | 71 | 0.3% | |
| 6.144 | 59 | 0.3% | |
| 6.403 | 64 | 0.3% | |
| 7.876 | 73 | 0.4% | |
| 7.96 | 77 | 0.4% |
| Value | Count | Frequency (%) | |
| 98.999 | 78 | 0.4% | |
| 97.719 | 94 | 0.5% | |
| 97.4 | 145 | 0.7% | |
| 97.164 | 78 | 0.4% | |
| 95.803 | 81 | 0.4% | |
| 94.576 | 149 | 0.7% | |
| 94.043 | 142 | 0.7% | |
| 90.67 | 144 | 0.7% | |
| 90.65 | 72 | 0.4% | |
| 90.083 | 67 | 0.3% |
| Distinct count | 100 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 3392 |
| Missing (%) | 16.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.227052318806805 |
|---|---|
| Minimum | 0.1 |
| Maximum | 13.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.7 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 1.4 |
| median | 2.6 |
| Q3 | 4.28 |
| 95-th percentile | 8 |
| Maximum | 13.8 |
| Range | 13.7 |
| Interquartile range (IQR) | 2.88 |
Descriptive statistics
| Standard deviation | 2.608836739 |
|---|---|
| Coefficient of variation (CV) | 0.8084271593 |
| Kurtosis | 3.733886779 |
| Mean | 3.227052319 |
| Median Absolute Deviation (MAD) | 1.3 |
| Skewness | 1.762623971 |
| Sum | 55389.126 |
| Variance | 6.806029131 |
| Value | Count | Frequency (%) | |
| 1.6 | 597 | 2.9% | |
| 0.8 | 515 | 2.5% | |
| 0.7 | 486 | 2.4% | |
| 1.3 | 434 | 2.1% | |
| 1.5 | 431 | 2.1% | |
| 1.4 | 384 | 1.9% | |
| 0.3 | 374 | 1.8% | |
| 2 | 370 | 1.8% | |
| 3.6 | 369 | 1.8% | |
| 2.6 | 366 | 1.8% | |
| 2.1 | 366 | 1.8% | |
| 2.5 | 302 | 1.5% | |
| 2.3 | 300 | 1.5% | |
| 1.9 | 297 | 1.4% | |
| 1.2 | 292 | 1.4% | |
| 0.9 | 291 | 1.4% | |
| 3.8 | 289 | 1.4% | |
| 0.5 | 284 | 1.4% | |
| 2.9 | 271 | 1.3% | |
| 1.1 | 265 | 1.3% | |
| 1.7 | 225 | 1.1% | |
| 0.6 | 222 | 1.1% | |
| 1 | 222 | 1.1% | |
| 2.2 | 179 | 0.9% | |
| 2.7 | 165 | 0.8% | |
| Other values (75) | 8868 | 43.1% | |
| (Missing) | 3392 | 16.5% |
| Value | Count | Frequency (%) | |
| 0.1 | 65 | 0.3% | |
| 0.2 | 70 | 0.3% | |
| 0.3 | 374 | 1.8% | |
| 0.4 | 78 | 0.4% | |
| 0.5 | 284 | 1.4% | |
| 0.53 | 150 | 0.7% | |
| 0.6 | 222 | 1.1% | |
| 0.7 | 486 | 2.4% | |
| 0.8 | 515 | 2.5% | |
| 0.9 | 291 | 1.4% |
| Value | Count | Frequency (%) | |
| 13.8 | 139 | 0.7% | |
| 13.05 | 151 | 0.7% | |
| 12.27 | 151 | 0.7% | |
| 11 | 151 | 0.7% | |
| 8.8 | 77 | 0.4% | |
| 8.05 | 151 | 0.7% | |
| 8 | 151 | 0.7% | |
| 7.454 | 81 | 0.4% | |
| 7.37 | 151 | 0.7% | |
| 7.02 | 87 | 0.4% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| iso_code | location | date | total_cases | new_cases | total_deaths | new_deaths | total_cases_per_million | new_cases_per_million | total_deaths_per_million | new_deaths_per_million | total_tests | new_tests | total_tests_per_thousand | new_tests_per_thousand | new_tests_smoothed | new_tests_smoothed_per_thousand | tests_units | stringency_index | population | population_density | median_age | aged_65_older | aged_70_older | gdp_per_capita | extreme_poverty | cvd_death_rate | diabetes_prevalence | female_smokers | male_smokers | handwashing_facilities | hospital_beds_per_100k | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | ABW | Aruba | 2020-03-13 | 2 | 2 | 0 | 0 | 18.733 | 18.733 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN |
| 1 | ABW | Aruba | 2020-03-20 | 4 | 2 | 0 | 0 | 37.465 | 18.733 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 30.56 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN |
| 2 | ABW | Aruba | 2020-03-24 | 12 | 8 | 0 | 0 | 112.395 | 74.930 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 41.67 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN |
| 3 | ABW | Aruba | 2020-03-25 | 17 | 5 | 0 | 0 | 159.227 | 46.831 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 41.67 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN |
| 4 | ABW | Aruba | 2020-03-26 | 19 | 2 | 0 | 0 | 177.959 | 18.733 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 41.67 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN |
| 5 | ABW | Aruba | 2020-03-27 | 28 | 9 | 0 | 0 | 262.256 | 84.296 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 41.67 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN |
| 6 | ABW | Aruba | 2020-03-28 | 28 | 0 | 0 | 0 | 262.256 | 0.000 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 41.67 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN |
| 7 | ABW | Aruba | 2020-03-29 | 28 | 0 | 0 | 0 | 262.256 | 0.000 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 82.41 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN |
| 8 | ABW | Aruba | 2020-03-30 | 50 | 22 | 0 | 0 | 468.314 | 206.058 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 82.41 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN |
| 9 | ABW | Aruba | 2020-04-01 | 55 | 5 | 0 | 0 | 515.145 | 46.831 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 82.41 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN |
Last rows
| iso_code | location | date | total_cases | new_cases | total_deaths | new_deaths | total_cases_per_million | new_cases_per_million | total_deaths_per_million | new_deaths_per_million | total_tests | new_tests | total_tests_per_thousand | new_tests_per_thousand | new_tests_smoothed | new_tests_smoothed_per_thousand | tests_units | stringency_index | population | population_density | median_age | aged_65_older | aged_70_older | gdp_per_capita | extreme_poverty | cvd_death_rate | diabetes_prevalence | female_smokers | male_smokers | handwashing_facilities | hospital_beds_per_100k | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 20546 | NaN | International | 2020-02-23 | 634 | 0 | 2 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 20547 | NaN | International | 2020-02-24 | 691 | 57 | 3 | 1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 20548 | NaN | International | 2020-02-25 | 691 | 0 | 3 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 20549 | NaN | International | 2020-02-26 | 691 | 0 | 4 | 1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 20550 | NaN | International | 2020-02-27 | 705 | 14 | 4 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 20551 | NaN | International | 2020-02-28 | 705 | 0 | 4 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 20552 | NaN | International | 2020-02-29 | 705 | 0 | 6 | 2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 20553 | NaN | International | 2020-03-01 | 705 | 0 | 6 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 20554 | NaN | International | 2020-03-02 | 705 | 0 | 6 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 20555 | NaN | International | 2020-03-10 | 696 | -9 | 7 | 1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |